When prospects ask ChatGPT, Perplexity, or Gemini for a recommendation in your space, your competitors get cited — and you don’t. Findabl runs a competitive citation analysis across 4 AI engines so you can see exactly who’s winning your mentions.
Unlike tools that rely on synthetic prompts and fabricated visibility scores, Findabl measures real AI citation share — brand by brand, engine by engine.
How well search engines can find and rank your content.
How likely AI assistants will cite your website.
Check your email for the detailed SEO & GEO analysis with actionable recommendations.
AI SEARCH TOOL LANDSCAPE • FEBRUARY 2026
Positioning map — primary emphasis, not absolute capability boundaries · Click any tool to explore
We’ve built the tools. Now make them yours.
Content Engineering Platform · $60M raised
“The execution engine. Content production is the core — and Page360 now brings AI + SEO visibility into a first-class pillar alongside it.”
RELATIVE CAPABILITY DEPTH -
ESTIMATED, NOT AUDITED
AI Visibility Tracking
55
Actionability / Roadmap
85
Technical SEO Audit
45
Schema Intelligence
40
E-E-A-T Scoring
25
AI Source Discovery
30
Findabl diagnoses — AirOps executes
STRENGTHS
Human-in-the-loop content workflows
Brand knowledge base integration
CMS integrations (Webflow, Shopify, WordPress)
Page360 — unified AI + SEO visibility view
120+ on-page SEO checks
Schema markup workflows
Offsite placement tracking
GAPS / LIMITATIONS — GRADED, NOT ABSOLUTE
Visibility analytics is newer — maturing alongside core content engine
Technical audit lighter vs. dedicated SEO audit platforms
E-E-A-T scoring limited vs. specialized tools
AI bot access / robots.txt detection not a primary feature
Proprietary AI recognition score absent
Full-Stack SEO + GEO Intelligence · 3cubed.ai
“The diagnostic layer. Deepest integrated scoring across SEO, GEO, schema, technical performance, E-E-A-T, and AI source intelligence — with a week-by-week prioritized roadmap.”
RELATIVE CAPABILITY DEPTH -
ESTIMATED, NOT AUDITED
AI Visibility Tracking
90
Actionability / Roadmap
88
Technical SEO Audit
92
Schema Intelligence
95
E-E-A-T Scoring
88
AI Source Discovery
90
“Findabl is the diagnostic foundation — complementary to execution and monitoring tools”
Positioning claim: no independent audit of competitor feature parity has been conducted.
STRENGTHS
SOC2 / RBAC — enterprise governance controls
Persona-based AI search insights
Real-time AI bot crawl feed
Multi-brand, multi-region management
Page audits for AI visibility improvement
Agent Experience Platform (AXP) — in development
Citation depth and sentiment scoring
GAPS / LIMITATIONS — GRADED, NOT ABSOLUTE
Monitoring-first — actionable workflows lighter than dedicated execution tools
Schema validation and E-E-A-T scoring limited vs. specialized platforms
AXP feature still on waitlist — not yet generally available
Technical SEO layer exists but lighter than full audit platforms
Proprietary AI recognition score absent
AI Search Analytics · $29M raised
“The monitoring dashboard. Best-in-class for tracking brand visibility and sentiment across AI engines — with prescriptive workflows growing over time.”
RELATIVE CAPABILITY DEPTH -
ESTIMATED, NOT AUDITED
AI Visibility Tracking
80
Actionability / Roadmap
52
Technical SEO Audit
8
Schema Intelligence
5
E-E-A-T Scoring
5
AI Source Discovery
68
Peec monitors outcomes — Findabl diagnoses root causes
STRENGTHS
Prompt-level tracking across ChatGPT, Perplexity, Claude, Gemini
Sentiment & share-of-voice analysis
115+ language / multilingual coverage
Clean, fast UX — low time-to-insight
Source-level citation transparency
Agency pitch workspaces
Prescriptive optimization tips (evolving)
GAPS / LIMITATIONS — GRADED, NOT ABSOLUTE
Analytics-first — technical SEO audit layer absent
Schema and structured data detection limited
E-E-A-T and authority scoring not in scope
Insight-to-action gap for teams without SEO infrastructure
Proprietary AI recognition score absent
Enterprise GEO & Narrative · $19M raised
“Enterprise narrative control. Deep multi-engine monitoring with SOC2, RBAC, and page audits — monitoring-first, with actionability growing via AXP.”
RELATIVE CAPABILITY DEPTH -
ESTIMATED, NOT AUDITED
AI Visibility Tracking
78
Actionability / Roadmap
35
Technical SEO Audit
30
Schema Intelligence
15
E-E-A-T Scoring
18
AI Source Discovery
65
Scrunch governs narrative — Findabl deepens the technical infrastructure beneath it
Pricing and free trial availability change frequently — verify at scrunch.com
STRENGTHS
SOC2 / RBAC — enterprise governance controls
Persona-based AI search insights
Real-time AI bot crawl feed
Multi-brand, multi-region management
Page audits for AI visibility improvement
Agent Experience Platform (AXP) — in development
Citation depth and sentiment scoring
GAPS / LIMITATIONS — GRADED, NOT ABSOLUTE
Monitoring-first — actionable workflows lighter than dedicated execution tools
Schema validation and E-E-A-T scoring limited vs. specialized platforms
AXP feature still on waitlist — not yet generally available
Technical SEO layer exists but lighter than full audit platforms
Proprietary AI recognition score absent