{
  "date": "2026-11-04",
  "brands": [
    "Amplemarket",
    "Apollo.io",
    "Outreach",
    "Salesloft",
    "ZoomInfo",
    "Nooks",
    "Orum",
    "Clay",
    "lemlist",
    "Instantly",
    "Cognism",
    "11x"
  ],
  "method": {
    "tools": "WebSearch (mode=standard, US-only index) + WebFetch. No browser. No curl.",
    "task_a": "G2, Capterra and TrustRadius all returned HTTP 403 to WebFetch (tested on amplemarket product pages). A curl attempt was blocked by the harness as bot-check circumvention and not retried. All review numbers therefore come from WebSearch restricted to g2.com: the tool returns a model summary of indexed G2 snippets, not the raw page. Snapshots differ by cache date; the highest/most recent count per brand was taken, and alternative counts are listed. source_type = 'search_snippet' for all G2 numbers.",
    "task_b": "Search-tool results (Anthropic WebSearch, standard mode, US), NOT a Google ranking audit. 'Top 5' = first 5 links in the order the tool returned them. Domains collapsed to registrable domain (landing.amplemarket.com -> amplemarket.com, pipeline.zoominfo.com -> zoominfo.com, capterra ccTLDs -> capterra). One run per query, no personalization control, no position history.",
    "task_c": "Vendor pricing pages fetched with WebFetch (summarised by a small model) + vendor blog/help/newsroom pages via domain-restricted WebSearch. 'yes' requires a vendor-owned source; third-party-only evidence is flagged. 'not_found' = vendor pages checked did not mention it (absence of evidence, not proof). Prices: cheapest publicly listed paid tier.",
    "task_d": "Roundups fetched in full with WebFetch, product lists extracted. Only roundups dated/updated in 2026 count (13 used). Brands outside the 12 counted per distinct roundup. Vendor self-inclusion flagged (count shown with and without)."
  },
  "task_a_reviews": {
    "category_leader": "NOT MEASURED. G2 grid/category pages are 403; search snippets did not expose Fall 2026 Grid Leader badges for Sales Engagement / Sales Intelligence / AI SDR / Parallel Dialer.",
    "rows": [
      {
        "brand": "Amplemarket",
        "g2_rating": 4.6,
        "g2_reviews": 710,
        "alt_counts": [657, 659, 703, 704],
        "url": "https://www.g2.com/products/amplemarket/reviews",
        "source_type": "search_snippet",
        "secondary": {
          "trustradius": "8.5/10, 20 reviews and ratings (search snippet) https://www.trustradius.com/products/amplemarket/reviews",
          "capterra": "4.6 shown with '(7)' in snippet, ambiguous https://www.capterra.com/p/189573/Amplemarket/reviews/"
        }
      },
      {
        "brand": "Apollo.io",
        "g2_rating": 4.7,
        "g2_reviews": 9857,
        "alt_counts": [9851, 9858, 9778],
        "url": "https://www.g2.com/products/apollo-io/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "Outreach",
        "g2_rating": 4.3,
        "g2_reviews": 3676,
        "alt_counts": [3574, 3666],
        "url": "https://www.g2.com/products/outreach/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "Salesloft",
        "g2_rating": 4.5,
        "g2_reviews": 9916,
        "alt_counts": [9908],
        "note": "seller page 11,166 covers Salesloft+Drift+other profiles",
        "url": "https://www.g2.com/products/salesloft/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "ZoomInfo",
        "g2_rating": 4.5,
        "g2_reviews": 9227,
        "alt_counts": [9207, 9113, 9110],
        "note": "listed on G2 as 'GTM Workspace - Powered by ZoomInfo'; all ZoomInfo products 12,940",
        "url": "https://www.g2.com/categories/sales-intelligence",
        "source_type": "search_snippet"
      },
      {
        "brand": "Nooks",
        "g2_rating": 4.8,
        "g2_reviews": 1724,
        "alt_counts": [1720, 1676],
        "url": "https://www.g2.com/sellers/nooks",
        "source_type": "search_snippet"
      },
      {
        "brand": "Orum",
        "g2_rating": 4.6,
        "g2_reviews": 1114,
        "alt_counts": [1096, 1113, 779],
        "url": "https://www.g2.com/products/orum/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "Clay",
        "g2_rating": 4.6,
        "g2_reviews": 234,
        "alt_counts": [226, 235, 222],
        "url": "https://www.g2.com/products/clay-com-clay/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "lemlist",
        "g2_rating": 4.6,
        "g2_reviews": 2608,
        "alt_counts": [2578, 2398],
        "url": "https://www.g2.com/products/lemlist/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "Instantly",
        "g2_rating": 4.8,
        "g2_reviews": 4165,
        "alt_counts": [4164, 4134],
        "url": "https://www.g2.com/products/instantly/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "Cognism",
        "g2_rating": 4.5,
        "g2_reviews": 1381,
        "alt_counts": [1355, 1356],
        "url": "https://www.g2.com/products/cognism/reviews",
        "source_type": "search_snippet"
      },
      {
        "brand": "11x",
        "g2_rating": 4.5,
        "g2_reviews": 59,
        "alt_counts": [49, 52, 33],
        "url": "https://www.g2.com/categories/ai-sdrs",
        "source_type": "search_snippet"
      }
    ]
  },
  "task_b_serp": {
    "queries": [
      {
        "q": "amplemarket vs apollo",
        "top5": [
          "salesforge.ai",
          "dupple.com",
          "findstack.com",
          "growbots.com",
          "amplemarket.com"
        ],
        "brand_own_site": "amplemarket.com #5 (+landing.amplemarket.com #6, apollo.io #7)",
        "g2_in_top5": false
      },
      {
        "q": "amplemarket vs outreach",
        "top5": [
          "amplemarket.com",
          "amplemarket.com (landing.)",
          "trustradius.com",
          "zoominfo.com (pipeline.)",
          "capterra.co.uk"
        ],
        "brand_own_site": "amplemarket.com #1 and #2; outreach.ai absent",
        "g2_in_top5": false
      },
      {
        "q": "amplemarket vs salesloft",
        "top5": [
          "amplemarket.com",
          "amplemarket.com (landing.)",
          "cbinsights.com",
          "capterra.com.sg",
          "g2.com"
        ],
        "brand_own_site": "amplemarket.com #1 and #2; salesloft.com absent",
        "g2_in_top5": true
      },
      {
        "q": "amplemarket vs zoominfo",
        "top5": [
          "zoominfo.com (pipeline.)",
          "amplemarket.com (landing.)",
          "amplemarket.com",
          "gojiberry.ai",
          "trustradius.com"
        ],
        "brand_own_site": "zoominfo #1, amplemarket #2-#3",
        "g2_in_top5": false
      },
      {
        "q": "amplemarket vs nooks",
        "top5": [
          "toolmage.com",
          "trustradius.com (amplemarket-vs-noxs, irrelevant)",
          "aitoolsatlas.ai (irrelevant)",
          "pm.wiki (irrelevant)",
          "levels.fyi (irrelevant)"
        ],
        "brand_own_site": "no; only 1 relevant result in whole list",
        "g2_in_top5": false
      },
      {
        "q": "nooks vs orum",
        "top5": [
          "b2bsalestools-com.pages.dev",
          "bestbuy.com (Nook e-reader)",
          "wikipedia.org",
          "techradar.com (Nook e-reader)",
          "wikipedia.org"
        ],
        "brand_own_site": "no; SERP dominated by Barnes & Noble Nook",
        "g2_in_top5": false
      },
      {
        "q": "best apollo alternatives",
        "top5": [
          "warmly.ai",
          "clay.com (marketplace.)",
          "abmatic.ai",
          "smartlead.ai",
          "hothawk.ai"
        ],
        "brand_own_site": "apollo.io absent; tracked brand Clay #2",
        "g2_in_top5": false
      },
      {
        "q": "best ai sdr tools",
        "top5": [
          "guideflow.com",
          "supademo.com",
          "guideflow.com (et-ee)",
          "snov.io",
          "gojiberry.ai"
        ],
        "brand_own_site": "no tracked brand in top 5; instantly.ai #12",
        "g2_in_top5": false
      },
      {
        "q": "best parallel dialer",
        "top5": [
          "justcall.io",
          "klenty.com",
          "kixie.com",
          "cloudtalk.io",
          "zoominfo.com (pipeline.)"
        ],
        "brand_own_site": "zoominfo #5; nooks.ai #17; orum.com absent",
        "g2_in_top5": false
      },
      {
        "q": "best sales engagement platform 2026",
        "top5": [
          "singlegrain.com",
          "kixie.com",
          "klenty.com",
          "singlegrain.com",
          "sybill.ai"
        ],
        "brand_own_site": "no tracked brand in top 5; outreach.ai #15",
        "g2_in_top5": false
      },
      {
        "q": "amplemarket review",
        "top5": [
          "trustradius.com",
          "spotsaas.com",
          "spotsaas.com",
          "stork.ai",
          "trustradius.com"
        ],
        "brand_own_site": "amplemarket.com absent; g2.com/sellers/amplemarket #6; capterra #15",
        "g2_in_top5": false
      },
      {
        "q": "best b2b data provider",
        "top5": [
          "modernoutreach.beehiiv.com",
          "apollo.io",
          "warmly.ai",
          "abmatic.ai (blog.)",
          "sourceforge.net"
        ],
        "brand_own_site": "apollo.io #2; zoominfo #10; clay.com #14",
        "g2_in_top5": false
      }
    ],
    "domain_tally_top5": [
      { "domain": "amplemarket.com", "slots": 7, "queries": 4 },
      { "domain": "trustradius.com", "slots": 5, "queries": 4 },
      { "domain": "zoominfo.com", "slots": 3, "queries": 3 },
      { "domain": "capterra (ccTLDs)", "slots": 2, "queries": 2 },
      { "domain": "gojiberry.ai", "slots": 2, "queries": 2 },
      { "domain": "kixie.com", "slots": 2, "queries": 2 },
      { "domain": "klenty.com", "slots": 2, "queries": 2 },
      { "domain": "warmly.ai", "slots": 2, "queries": 2 },
      { "domain": "abmatic.ai", "slots": 2, "queries": 2 },
      { "domain": "guideflow.com", "slots": 2, "queries": 1 },
      { "domain": "singlegrain.com", "slots": 2, "queries": 1 },
      { "domain": "spotsaas.com", "slots": 2, "queries": 1 },
      { "domain": "g2.com", "slots": 1, "queries": 1 },
      { "domain": "apollo.io", "slots": 1, "queries": 1 },
      { "domain": "clay.com", "slots": 1, "queries": 1 },
      {
        "domain": "others (1 slot each)",
        "list": [
          "salesforge.ai",
          "dupple.com",
          "findstack.com",
          "growbots.com",
          "cbinsights.com",
          "toolmage.com",
          "b2bsalestools-com.pages.dev",
          "smartlead.ai",
          "hothawk.ai",
          "supademo.com",
          "snov.io",
          "justcall.io",
          "cloudtalk.io",
          "sybill.ai",
          "stork.ai",
          "modernoutreach.beehiiv.com",
          "sourceforge.net"
        ]
      }
    ],
    "brand_own_site_summary": "Amplemarket owns its 'vs' SERPs for Outreach/Salesloft (#1-2) and is top-3 vs ZoomInfo, only #5 vs Apollo, absent for 'amplemarket review' and 'vs nooks'. ZoomInfo's pipeline.zoominfo.com blog appears in 3 of 12 top-5s, including a query that does not name ZoomInfo ('best parallel dialer'). G2 appears in only 1 of 60 top-5 slots."
  },
  "task_c_matrix": {
    "legend": "yes / no / beta / partial / not_found (vendor pages checked did not mention it). 'src3p' = third-party-only evidence.",
    "rows": [
      {
        "brand": "Amplemarket",
        "contact_db": {
          "v": "yes",
          "src": "https://www.amplemarket.com/pricing",
          "note": "'Contact & Company Search', email/phone credits"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.amplemarket.com/pricing",
          "note": "'Multichannel Sequences'"
        },
        "dialer": {
          "v": "yes",
          "src": "https://www.amplemarket.com/pricing",
          "note": "'Outbound Dialer'"
        },
        "parallel_dialer": {
          "v": "yes",
          "src": "https://www.amplemarket.com/blog/made-for-you-august-2026",
          "date": "2026-09-18 (August 2026 release)",
          "launch_2025_2026": true,
          "note": "native, up to 5 lines (https://www.amplemarket.com/dialer)"
        },
        "linkedin_automation": {
          "v": "yes",
          "src": "https://knowledge.amplemarket.com/hc/en-us/articles/22235190294925-About-LinkedIn-Automated-Tasks",
          "note": "help-centre title only (page behind sign-in); not on pricing page"
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://www.amplemarket.com/pricing",
          "note": "'Deliverability Booster'; mailboxes per user 2/4/8"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://www.amplemarket.com/pricing",
          "note": "'AI Agents', Duo Copilot / Duo Voice / Duo Inbox"
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.amplemarket.com/pricing",
          "note": "'AI Intent Signals', job change alerts"
        },
        "price": {
          "public": "partial",
          "cheapest": "Startup $600/mo annual term, 2 users included = $300/seat/mo; Growth/Elite custom",
          "src": "https://www.amplemarket.com/pricing"
        }
      },
      {
        "brand": "Apollo.io",
        "contact_db": {
          "v": "yes",
          "src": "https://www.apollo.io/pricing",
          "note": "'240M contacts & 30M companies'"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.apollo.io/pricing"
        },
        "dialer": {
          "v": "yes",
          "src": "https://knowledge.apollo.io/hc/en-us/articles/4409140527757"
        },
        "parallel_dialer": {
          "v": "yes",
          "src": "https://knowledge.apollo.io/hc/en-us/articles/45479798484621",
          "date": "not found",
          "note": "requires advanced dialer add-on; up to 5 lines"
        },
        "linkedin_automation": {
          "v": "not_found",
          "src": "https://www.apollo.io/pricing",
          "note": "Chrome extension on LinkedIn only; no automated LinkedIn steps found on vendor pages"
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://www.apollo.io/pricing",
          "note": "credits cover 'email warmup'"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://www.apollo.io/",
          "date": "Dec 2025 (ApolloNEXT 'Agentic End-to-End GTM Platform', per search snippet)",
          "launch_2025_2026": true,
          "note": "AI Research Agent, GTM Harness"
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.apollo.io/insights/apollo-vs-bombora",
          "note": "intent, job change, website visit"
        },
        "price": {
          "public": "yes (plans public; WebFetch did not render numbers)",
          "cheapest": "Free tier; Basic $49/user/mo annual, ~$59 monthly (src3p)",
          "src": "https://www.apollo.io/pricing ; numbers from https://prospeo.io/s/apolloio-pricing"
        }
      },
      {
        "brand": "Outreach",
        "contact_db": {
          "v": "not_found",
          "src": "https://www.outreach.ai/pricing"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.outreach.ai/pricing",
          "note": "Core/Plus/Pro, not Essentials"
        },
        "dialer": {
          "v": "yes",
          "src": "https://www.outreach.ai/pricing",
          "note": "'Outreach Voice Integrated Dialer'"
        },
        "parallel_dialer": {
          "v": "no",
          "src": "https://www.outreach.ai/pricing",
          "note": "not on vendor page; 3rd parties (Orum/Nooks/Koncert/Trellus) sell parallel dialing into Outreach"
        },
        "linkedin_automation": {
          "v": "not_found",
          "src": "https://www.outreach.ai/pricing"
        },
        "deliverability_warmup": {
          "v": "not_found",
          "src": "https://www.outreach.ai/pricing"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://www.outreach.ai/resources/blog/ai-prospecting-agent-announcement",
          "date": "AI Prospecting Agent Mar 2025; Omni + MCP server Feb 2026; Agent Studio Apr 2026",
          "launch_2025_2026": true,
          "more": [
            "https://www.outreach.ai/resources/blog/february-2026-product-release",
            "https://www.outreach.ai/resources/blog/outreach-april-2026-product-release"
          ]
        },
        "signals_intent": {
          "v": "not_found",
          "src": "https://www.outreach.ai/pricing"
        },
        "price": {
          "public": "no",
          "cheapest": "custom ('Reach out to our team for custom pricing'); tiers Amplify Essentials/Core/Plus/Pro by AI credits",
          "src": "https://www.outreach.ai/pricing"
        }
      },
      {
        "brand": "Salesloft",
        "contact_db": {
          "v": "not_found",
          "src": "https://www.salesloft.com/pricing"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.salesloft.com/pricing",
          "note": "Cadences"
        },
        "dialer": {
          "v": "yes",
          "src": "https://docket.io/resources/research/salesloft-pricing",
          "note": "src3p: dialer sold as add-on; not on vendor pricing page"
        },
        "parallel_dialer": {
          "v": "no",
          "src": "https://www.salesloft.com/pricing",
          "note": "no native parallel found; 3rd-party integrations"
        },
        "linkedin_automation": {
          "v": "not_found",
          "src": "https://www.salesloft.com/pricing"
        },
        "deliverability_warmup": {
          "v": "not_found",
          "src": "https://www.salesloft.com/pricing"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://www.salesloft.com/pricing",
          "note": "'AI agents'; Clari merger closed 2025-12-03, MCP server Apr 2026 (src3p https://www.claap.io/blog/clari-competitors)",
          "launch_2025_2026": true
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.salesloft.com/pricing",
          "note": "'Signals'"
        },
        "price": {
          "public": "no",
          "cheapest": "custom ('Book time with us')",
          "src": "https://www.salesloft.com/pricing"
        }
      },
      {
        "brand": "ZoomInfo",
        "contact_db": { "v": "yes", "src": "https://www.zoominfo.com/pricing" },
        "email_sequences": {
          "v": "partial",
          "src": "https://www.zoominfo.com/pricing",
          "note": "Engage = add-on; 'Engagement apps and integrations'"
        },
        "dialer": {
          "v": "yes",
          "src": "https://www.zoominfo.com/pricing",
          "note": "'Intelligent dialing with AI-driven insights'"
        },
        "parallel_dialer": {
          "v": "yes",
          "src": "https://pipeline.zoominfo.com/sales/parallel-dialer",
          "note": "vendor blog ranks its own Copilot Dialer #1; not on pricing page"
        },
        "linkedin_automation": {
          "v": "no",
          "src": "https://www.zoominfo.com/pricing",
          "note": "LinkedIn ads only"
        },
        "deliverability_warmup": {
          "v": "not_found",
          "src": "https://www.zoominfo.com/pricing"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://www.zoominfo.com/ai-information",
          "date": "GTM Workspace Oct 2025; Agent Teams Oct 2026",
          "launch_2025_2026": true,
          "more": ["https://pipeline.zoominfo.com/sales/zoominfo-agent-teams"]
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.zoominfo.com/pricing"
        },
        "price": {
          "public": "no",
          "cheapest": "custom",
          "src": "https://www.zoominfo.com/pricing"
        }
      },
      {
        "brand": "Nooks",
        "contact_db": {
          "v": "partial",
          "src": "https://www.nooks.ai/pricing",
          "note": "enrichment/verification + 3rd-party Data package, no own DB"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.nooks.ai/blog-posts/introducing-ai-sequencing-the-evolution-of-intelligent-outbound",
          "date": "2026-02-24",
          "launch_2025_2026": true,
          "note": "AI Sequencing"
        },
        "dialer": { "v": "yes", "src": "https://www.nooks.ai/pricing" },
        "parallel_dialer": {
          "v": "yes",
          "src": "https://www.nooks.ai/pricing"
        },
        "linkedin_automation": {
          "v": "yes",
          "src": "https://www.nooks.ai/blog-posts/introducing-ai-sequencing-the-evolution-of-intelligent-outbound",
          "date": "2026-02-24",
          "launch_2025_2026": true
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://www.nooks.ai/blog-posts/introducing-ai-sequencing-the-evolution-of-intelligent-outbound",
          "note": "mailboxes, volume controls, placement monitoring; warm-up not named"
        },
        "ai_sdr_agent": {
          "v": "partial",
          "src": "https://www.nooks.ai/pricing",
          "note": "'revenue agents', AI Engagement Assistant; no autonomous AI SDR named"
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.nooks.ai/pricing",
          "note": "100+ pre-built signals"
        },
        "price": {
          "public": "no",
          "cheapest": "custom quote",
          "src": "https://www.nooks.ai/pricing"
        }
      },
      {
        "brand": "Orum",
        "contact_db": {
          "v": "beta",
          "src": "https://www.orum.com/blog/why-we-acquired-scout-ai",
          "date": "Jul 2026",
          "launch_2025_2026": true,
          "note": "Scout by Orum data agent, gated preview"
        },
        "email_sequences": {
          "v": "no",
          "src": "https://www.orum.com/partners/directory/outreach",
          "note": "via Outreach/Salesloft/Gong Engage"
        },
        "dialer": { "v": "yes", "src": "https://www.orum.com/pricing" },
        "parallel_dialer": {
          "v": "yes",
          "src": "https://www.orum.com/pricing"
        },
        "linkedin_automation": {
          "v": "not_found",
          "src": "https://www.orum.com/pricing"
        },
        "deliverability_warmup": {
          "v": "not_found",
          "src": "https://www.orum.com/pricing"
        },
        "ai_sdr_agent": {
          "v": "partial",
          "src": "https://www.orum.com/pricing",
          "note": "AI Roleplay Agents (coaching add-on), not an SDR agent"
        },
        "signals_intent": {
          "v": "not_found",
          "src": "https://www.orum.com/pricing"
        },
        "price": {
          "public": "no",
          "cheapest": "Request pricing; 9-seat minimum",
          "src": "https://www.orum.com/pricing"
        }
      },
      {
        "brand": "Clay",
        "contact_db": {
          "v": "yes",
          "src": "https://www.clay.com/pricing",
          "note": "aggregated from 150+ providers, not proprietary"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.clay.com/blog/clay-email-sequencer",
          "date": "Sculpt 2025 launch",
          "launch_2025_2026": true,
          "more": ["https://www.clay.com/blog/sculpt-2025-product-launches"]
        },
        "dialer": { "v": "no", "src": "https://www.clay.com/pricing" },
        "parallel_dialer": { "v": "no", "src": "https://www.clay.com/pricing" },
        "linkedin_automation": {
          "v": "no",
          "src": "https://www.clay.com/pricing",
          "note": "LinkedIn ad audiences only"
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://www.clay.com/sequencer",
          "note": "inbox warming, rotation; buy domains on Growth"
        },
        "ai_sdr_agent": {
          "v": "partial",
          "src": "https://www.clay.com/pricing",
          "note": "Claygent = research agent; Clay says it is not a full autopilot SDR"
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.clay.com/pricing",
          "note": "job change/news on Launch; web intent on Growth"
        },
        "price": {
          "public": "yes",
          "cheapest": "Launch from $54/mo annual or $60 monthly (page also shows $167 headline and FAQ $185 - conflicting); unlimited seats, usage-based",
          "src": "https://www.clay.com/pricing"
        }
      },
      {
        "brand": "lemlist",
        "contact_db": {
          "v": "yes",
          "src": "https://www.lemlist.com/pricing",
          "note": "650M+ lead database"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://www.lemlist.com/pricing"
        },
        "dialer": {
          "v": "yes",
          "src": "https://www.lemlist.com/pricing",
          "note": "Multichannel plan"
        },
        "parallel_dialer": {
          "v": "yes",
          "src": "https://www.lemlist.com/blog/best-sales-dialers",
          "date": "post 2026-11-02; launch date not found",
          "note": "page contradicts itself ('single-line dialer' bullet)"
        },
        "linkedin_automation": {
          "v": "yes",
          "src": "https://www.lemlist.com/pricing"
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://www.lemlist.com/pricing",
          "note": "lemwarm in all plans"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "http://help.lemlist.com/en/articles/15347596-use-lemagent-to-prospect-build-campaigns-and-analyze-results",
          "date": "help article 2026-08-19",
          "launch_2025_2026": true,
          "note": "lemAgent"
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.lemlist.com/pricing",
          "note": "intent signal agents; signals add-on $21-29/mo"
        },
        "price": {
          "public": "yes",
          "cheapest": "Email $55/user/mo annual, $69 monthly",
          "src": "https://www.lemlist.com/pricing"
        }
      },
      {
        "brand": "Instantly",
        "contact_db": {
          "v": "yes",
          "src": "https://instantly.ai/pricing",
          "note": "450M+ leads"
        },
        "email_sequences": {
          "v": "yes",
          "src": "https://instantly.ai/pricing"
        },
        "dialer": {
          "v": "partial",
          "src": "https://instantly.ai/blog/ai-sales-agent/",
          "note": "calling/SMS only inside CRM tier per snippet; no dialer on pricing page"
        },
        "parallel_dialer": { "v": "no", "src": "https://instantly.ai/pricing" },
        "linkedin_automation": {
          "v": "no",
          "src": "https://instantly.ai/blog/ai-sdr-tools/",
          "note": "Instantly blog says native LinkedIn absent (conflicting snippet exists)"
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://instantly.ai/pricing",
          "note": "unlimited warmup, SISR dedicated IPs"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://instantly.ai/pricing",
          "note": "AI Sales Agent, AI Reply Agent"
        },
        "signals_intent": {
          "v": "partial",
          "src": "https://instantly.ai/pricing",
          "note": "enrichment on job postings/news/funding; no intent product named"
        },
        "price": {
          "public": "yes",
          "cheapest": "Outreach Growth $37.6/mo annual, $47 monthly (per workspace; seat basis unspecified)",
          "src": "https://instantly.ai/pricing"
        }
      },
      {
        "brand": "Cognism",
        "contact_db": { "v": "yes", "src": "https://www.cognism.com/pricing" },
        "email_sequences": {
          "v": "not_found",
          "src": "https://www.cognism.com/pricing"
        },
        "dialer": {
          "v": "not_found",
          "src": "https://www.cognism.com/pricing"
        },
        "parallel_dialer": {
          "v": "not_found",
          "src": "https://www.cognism.com/pricing"
        },
        "linkedin_automation": {
          "v": "not_found",
          "src": "https://www.cognism.com/pricing"
        },
        "deliverability_warmup": {
          "v": "not_found",
          "src": "https://www.cognism.com/pricing"
        },
        "ai_sdr_agent": {
          "v": "no",
          "src": "https://www.cognism.com/pricing",
          "note": "AI research, persona builder, AI search only; 'Sales Companion' suite Mar 2026 (src3p https://resources.rework.com/news/sales-tech/cognism-sales-companion-vp-sales-evaluation)",
          "launch_2025_2026": true
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.cognism.com/pricing",
          "note": "intent on Pro"
        },
        "price": {
          "public": "no",
          "cheapest": "custom; Standard/Pro with 5 seats included",
          "src": "https://www.cognism.com/pricing"
        }
      },
      {
        "brand": "11x",
        "contact_db": {
          "v": "yes",
          "src": "https://www.11x.ai/",
          "note": "'Real-Time Company and Lead Database'"
        },
        "email_sequences": { "v": "yes", "src": "https://www.11x.ai/" },
        "dialer": {
          "v": "yes",
          "src": "https://www.11x.ai/",
          "note": "AI phone agents + 'Human Dialer'"
        },
        "parallel_dialer": { "v": "not_found", "src": "https://www.11x.ai/" },
        "linkedin_automation": {
          "v": "not_found",
          "src": "https://www.11x.ai/",
          "note": "LinkedIn only as integration logo"
        },
        "deliverability_warmup": {
          "v": "yes",
          "src": "https://www.11x.ai/",
          "note": "'Deliverability & Mailbox Health'"
        },
        "ai_sdr_agent": {
          "v": "yes",
          "src": "https://www.11x.ai/outbound",
          "note": "Alice (outbound), Julian (inbound/voice)"
        },
        "signals_intent": {
          "v": "yes",
          "src": "https://www.11x.ai/",
          "note": "live signals, website visitor de-anonymisation"
        },
        "price": {
          "public": "no",
          "cheapest": "Book a Demo; /pricing returns 404. Vendor guide cites Julian from $2,417/mo chat, $5,333/mo voice (annual)",
          "src": "https://www.11x.ai/guides/ai-voice-agent-software"
        }
      }
    ],
    "convergence_counts_yes": {
      "contact_db": 8,
      "email_sequences": 9,
      "dialer": 9,
      "parallel_dialer": 6,
      "linkedin_automation": 3,
      "deliverability_warmup": 7,
      "ai_sdr_agent": 8,
      "signals_intent": 9,
      "note": "counts 'yes' only (Amplemarket and lemlist are the only 8/8; Apollo 7/8, missing LinkedIn automation)"
    }
  },
  "task_d_new_entrants": {
    "roundups_used_2026": [
      {
        "id": "R1",
        "topic": "ai_sdr",
        "url": "https://snov.io/blog/best-ai-sdr-tools/",
        "date": "updated 2026-10-21",
        "vendor_authored": "snov.io"
      },
      {
        "id": "R2",
        "topic": "ai_sdr",
        "url": "https://www.unite.ai/best-ai-sdr-tools/",
        "date": "updated 2026-08-08"
      },
      {
        "id": "R3",
        "topic": "ai_sdr",
        "url": "https://www.usergems.com/blog/ai-sdr-tools",
        "date": "updated 2026-01-26",
        "vendor_authored": "UserGems"
      },
      {
        "id": "R4",
        "topic": "ai_sdr",
        "url": "https://www.guideflow.com/blog/best-ai-sdr-tools",
        "date": "2026-09-23",
        "vendor_authored": "Guideflow"
      },
      {
        "id": "R5",
        "topic": "ai_sdr",
        "url": "https://azumo.com/artificial-intelligence/ai-insights/best-ai-sdr-tools",
        "date": "2026-08-17"
      },
      {
        "id": "R6",
        "topic": "apollo_alternatives",
        "url": "https://www.salesgear.io/blog/best-apollo-alternatives/",
        "date": "2026-07-06",
        "vendor_authored": "Salesgear"
      },
      {
        "id": "R7",
        "topic": "apollo_alternatives",
        "url": "https://addtocrm.com/alternatives/apollo",
        "date": "updated 2026-10-18",
        "vendor_authored": "Add to CRM"
      },
      {
        "id": "R8",
        "topic": "apollo_alternatives",
        "url": "https://www.smartlead.ai/blog/apollo-alternatives",
        "date": "2026-10-28",
        "vendor_authored": "Smartlead"
      },
      {
        "id": "R9",
        "topic": "apollo_alternatives",
        "url": "https://moderninbound.com/blog/best-apollo-alternatives",
        "date": "2026-07-01"
      },
      {
        "id": "R10",
        "topic": "parallel_dialer",
        "url": "https://justcall.io/blog/best-parallel-dialers.html",
        "date": "updated 2026-09-22",
        "vendor_authored": "JustCall"
      },
      {
        "id": "R11",
        "topic": "parallel_dialer",
        "url": "https://pipeline.zoominfo.com/sales/parallel-dialer",
        "date": "2026-06-05 or 2026-05-06",
        "vendor_authored": "ZoomInfo"
      },
      {
        "id": "R12",
        "topic": "parallel_dialer",
        "url": "https://marketbetter.ai/blog/best-sales-dialers-for-sdr-teams-2026/",
        "date": "updated 2026-08-29",
        "vendor_authored": "MarketBetter"
      },
      {
        "id": "R13",
        "topic": "parallel_dialer",
        "url": "https://cloudtalk.io/blog/best-parallel-dialer",
        "date": "updated 2026-06-19",
        "vendor_authored": "CloudTalk"
      }
    ],
    "excluded": [
      {
        "url": "https://warmly.ai/p/blog/apollo-alternatives",
        "reason": "dated 2025-12-10"
      },
      {
        "url": "https://trellus.ai/post/best-parallel-dialer",
        "reason": "dated 2024-09-17"
      },
      { "url": "https://reply.io/blog/apollo-alternatives/", "reason": "403" },
      {
        "url": "https://www.kixie.com/sales-blog/best-parallel-dialer-bdr-teams/",
        "reason": "fetch returned no tool list"
      },
      {
        "url": "https://www.leadspicker.com/articles/top-ai-sdr-tools",
        "reason": "fetch returned nav only"
      }
    ],
    "brands_in_3plus_roundups": [
      {
        "brand": "Reply.io (Jason AI)",
        "count": 5,
        "in": ["R1", "R2", "R3", "R4", "R8"],
        "category": "AI SDR / engagement"
      },
      {
        "brand": "Lusha",
        "count": 4,
        "in": ["R6", "R7", "R8", "R9"],
        "category": "data"
      },
      {
        "brand": "AiSDR",
        "count": 4,
        "in": ["R2", "R3", "R4", "R5"],
        "category": "AI SDR"
      },
      {
        "brand": "Artisan (Ava)",
        "count": 4,
        "in": ["R2", "R3", "R4", "R5"],
        "category": "AI SDR"
      },
      {
        "brand": "Regie.ai",
        "count": 4,
        "in": ["R1", "R2", "R3", "R5"],
        "category": "AI SDR"
      },
      {
        "brand": "Smartlead",
        "count": 3,
        "count_excl_self": 2,
        "in": ["R4", "R5", "R8(self)"],
        "category": "cold email"
      },
      {
        "brand": "Salesfinity",
        "count": 3,
        "in": ["R10", "R12", "R13"],
        "category": "parallel dialer"
      },
      {
        "brand": "Koncert",
        "count": 3,
        "in": ["R10", "R11", "R13"],
        "category": "parallel dialer"
      },
      {
        "brand": "Kixie",
        "count": 3,
        "in": ["R10", "R12", "R13"],
        "category": "dialer"
      },
      {
        "brand": "JustCall",
        "count": 3,
        "count_excl_self": 2,
        "in": ["R10(self)", "R11", "R12"],
        "category": "dialer"
      },
      {
        "brand": "CloudTalk",
        "count": 3,
        "count_excl_self": 2,
        "in": ["R11", "R12", "R13(self)"],
        "category": "dialer"
      }
    ],
    "near_miss_2_roundups": [
      "Agent Frank / Salesforge (R1,R2)",
      "Lavender (R1,R5)",
      "Exceed.ai (R3,R5)",
      "Clari/Groove (R1,R3)",
      "Warmer.ai (R1,R3)",
      "Seamless.AI (R3,R7)",
      "Saleshandy (R3,R8)",
      "UpLead (R7,R9)",
      "Hunter.io (R7,R9)",
      "Kaspr (R7,R9)",
      "Klenty (R11,R13)",
      "Trellus (R11,R12; also 2024 Trellus list)"
    ],
    "tracked_brand_presence_in_roundups": {
      "Apollo.io": "R1,R2,R4,R5,R11,R13 (6)",
      "Instantly": "R1,R2,R3,R4,R6,R8 (6)",
      "ZoomInfo": "R6,R7,R8,R9,R11 (5)",
      "Clay": "R3,R4,R6,R7,R8 (5)",
      "Cognism": "R3,R6,R7,R8,R9 (5)",
      "Nooks": "R10,R11,R12,R13 (4)",
      "Orum": "R10,R11,R12,R13 (4)",
      "Outreach": "R1,R3,R5 (3)",
      "11x": "R2,R3,R4 (3)",
      "Amplemarket": "R2,R4 (2)",
      "Salesloft": "R5 (1)",
      "lemlist": "R8 (1)"
    }
  },
  "not_measured": [
    "G2 category leadership / Fall 2026 Grid badges (G2 403, no snippet evidence)",
    "Raw G2/Capterra/TrustRadius pages (all 403); every review number is a search-snippet summary",
    "Capterra and TrustRadius counts for 11 of 12 brands",
    "Apollo exact list prices from apollo.io (page fetched but prices not rendered); used third-party",
    "Launch dates for Apollo parallel dialer and lemlist parallel dialer",
    "Salesloft native dialer from a vendor page (only third-party)",
    "Google SERP positions (task B is search-tool order, single run, US index)"
  ]
}