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2026 Comparison

Findabl vs Goodie AI

Goodie AI is a broad enterprise answer-engine suite. Findabl is focused citation intelligence: real prompts, stored responses, and a binary cited / not-cited GEO Score, accessible from free.

F

Findabl

Findabl is AI Citation Intelligence: measurement plus the action layer above it. We send real prompts to ChatGPT, Gemini, Perplexity, and Claude, then produce Actions across four workstreams (entity anchoring, citation velocity, on-page content, measurement loop). Honest baseline, homonym detection, per-target competitive diagnosis, confidence intervals after four weeks of tracking, and one-click self-audit publishing. No modeling, no estimation.

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Goodie AI

Goodie AI is an enterprise answer engine optimization (AEO/GEO) platform founded in 2023 and based in New York. It tracks brand presence across 11+ AI engines including ChatGPT, Claude, Gemini, and Perplexity, and pairs that monitoring with an AEO content writer, sentiment analysis, competitive benchmarking, prompt research, and revenue attribution. It is a capable, well-rounded suite, positioned and priced for mid-market and enterprise teams with a sales-led onboarding.

Feature-by-Feature Comparison

Feature
Findabl
Goodie AI
Direct measurement via real prompts to each engine
Every AI response stored & audit-ready
Not public
Built for regulated industries (legal, finance, pharma)
Not public
AI engines covered
ChatGPT, Perplexity, Claude, Gemini
11+ incl ChatGPT, Claude, Gemini, Perplexity, Copilot
Claude (Anthropic) citation tracking
GEO Score (cited / not cited)
Share-of-voice & sentiment metrics
Citation gap analysis
Optimization actions
Actions
Optimization hub
Homonym / brand-collision detection
Not public
AEO content writer
Sentiment analysis & competitive benchmarking
Competitor citation extraction
Revenue attribution suite
Free entry point
Starting price
Free / $49/mo
Sales-led (entry commonly cited around $399 to $495/mo)
3cubed.ai Research, June 2026

AI recommendations are probability-based

Noriko Yokoi, Thorsten Linz, and the 3cubed.ai Research Team ran a pre-registered study across 26 unaided buyer questions, four AI engines, and three controlled conditions. The result: brand recommendations shift by engine, query, retrieval source, and time.

2,580
total AI runs

26 unaided buyer questions across ChatGPT, Gemini, Claude, and Perplexity.

50%
repeat consistency, live search on

With live web search on, the odds of the same brand leading twice in a row fall to roughly 50%, even for well-known brands.

27%
four-engine agreement

Only 7 of 26 questions produced the same top brand across all four engines.

10%
median appearance rate

The typical brand appeared in just 1 in 10 responses for its own category question.

28.6%
source concentration

The top 10 cited domains account for 28.6% of all AI source citations.

What marketers should measure

  • One-off checks miss the real picture. Brands need repeated measurement across prompts, engines, and time.
  • Engine disagreement is opportunity. If the four engines pick different brands, no one owns that buyer question yet.
  • Gatekeeper publications matter. The highest-leverage move is knowing which source domains AI engines cite most in your category.
  • Appearance rate beats yes-or-no status. The useful question is how often you appear, where, and whether that number is moving.

Put the study to work

Findabl tests your buyer questions across ChatGPT, Gemini, Claude, and Perplexity so you can see your own citation coverage, source domains, and gaps.

Get Your Free GEO Score →Download the ungated white paper →

The Verdict

Goodie AI is a genuinely strong, full-stack AEO platform: broad engine coverage, a content writer, sentiment analysis, and attribution all in one place, which suits enterprise teams that want one system for the whole workflow. Findabl is narrower on purpose. It sends real prompts to ChatGPT, Perplexity, Claude, and Gemini, stores every actual response, and reports a plain cited / not-cited GEO Score with a citation gap analysis and Actions. For legal, finance, and pharma teams that need an auditable record of exactly what each engine said, and for small and mid-market firms that want to start free and pay $49/mo, Findabl is the more accessible and audit-ready fit.

Market Context (2026)

Goodie AI is frequently grouped with Profound and other enterprise GEO suites that combine monitoring, content, and attribution at a higher, sales-led price point. Findabl's differentiator is focus and access: direct measurement from real prompts, every response stored and audit-ready for regulated industries, and a free entry point that scales to $49/mo rather than enterprise-only contracts.

Compare Findabl to other tools

Get Your Actions Free

Honest baseline + four-workstream Actions in 60 seconds. Real prompts, every recommendation grounded in your data.

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