Findable Insights
How to Measure AI Search Visibility Without Trusting One Answer
A repeatable measurement method for tracking brand mentions, answer accuracy, and citations across AI search engines.
Read the source and methodMake AI answer about your brand first.
We don't just measure. We diagnose Naver too, and show you exactly what to fix.
Your brand's share of voice across 7 AI answers, diagnosed in 3 minutes.
Engines covered
Live · running now
We only talk about what we measured
Selected · KAIST OverEdge 2026
Grand Prize · Generative AI Competition
Published K-GEO-Bench open dataset
These are factual selection and award references, not endorsements, sponsorships, or partnerships.
Where the team behind Findable has run marketing
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Marketing work delivered by Indigo Child, the company behind Findable. These are not Findable customers.
Findable Insights
Proof lives in the research we publish.
Search Visibility 101
SEO vs GEO: Improve Search Rankings and AI Visibility Together
SEO and GEO solve different visibility problems. This guide shows how to connect rankings, AI answers, content structure, and measurement.
Read the source and methodguide
5 Conditions for Content to Be Cited in AI Search
Five practical content conditions that make a page easier to retrieve, understand, verify, and cite in AI answers.
Read the source and methodTop global + Korean AI, diagnosed at once.
Global + Korean AI at once
From ChatGPT · Gemini · Claude to HyperCLOVA · Naver. Compare global and Korean AI answers with one consistent measurement model.
Autonomous agents, 24/7
AI agents handle measurement, analysis, and recommendations on their own. Marketers just review the results.
We don't just measure
We feed the analysis straight back into content, then re-measure. Citations stack up fast.
How Findable works
From measure to publish, all in Findable.
Measure
Just enter your domain.
We pull 7 AI answers in parallel and return results within 3 minutes, tracking both Korean and English.
- 4 global + 3 Korean = 7 AI engines called in parallel
- Share-of-voice scored on the Princeton GEO-Bench formula
- Tracks every Korean spelling variant, no misses
$ findable audit your-brand.co.kr
✓ ChatGPT23s✓ Gemini19s✓ Claude27s✓ Perplexity21s
→ 7/7 engines OK · 25s avg
Analyze
Every Korean variant, covered.
The short English name, the full English name, the Korean name. We auto-merge every spelling of the same brand. The edge global GEO tools can't match.
- Cited domains tracked down to the URL
- 5-axis scoring system (planned v1.5)
- Auto-classified by industry (K-beauty · D2C · B2B · Korea HQ)
Our BrandOURBRAND · Our
Rival ARIVAL-A · RivalA
Rival BRIVAL-B · RivalB
→ Korean names and aliases resolved into one entity
Recommend
Verified actions, not guesses.
We prioritize three actions from GEO research and the sources found in your actual answers, starting with missing citations, quotations, and statistics.
- Top 3 actions: priority · expected impact · difficulty
- Industry-specific guides (K-beauty · Korea HQ · domestic D2C)
- Monthly auto report (Notion · Google Docs) — coming soon
01Cite peer-reviewed sourcesHigh
02Add quotation patternsHigh
03Inject Korean statisticsMedium
PublishIn progress
Apply with one click.
We're building the ability to push recommendations straight to Cafe24 · Naver Smart Store · WordPress — formatted for AI to cite, then re-measured.
- One-click publish: Cafe24 · Naver · WordPress
- Auto K-beauty tone & manner review
- AI answer → purchase conversion tracking
Cafe24○ In progress
Naver Smart Store○ In progress
WordPress○ In progress
Shopify○ Under review
GEO guide
SEO and GEO, answered
Start with the measurement scope and score definitions. Disconnected engines are never counted as successful answers.
Read the K-GEO Bench research →What is Findable?
Findable is a generative engine optimization platform that measures how often AI answers mention your brand, what they say, and which sources they cite. It turns the result into a dashboard, a technical report, and prioritized content actions.
How is GEO different from SEO?
SEO improves visibility and ranking on search result pages. GEO improves whether generative AI systems recognize, mention, and cite your brand when composing an answer. The channels overlap, but their scores are not interchangeable.
Which AI engines do you measure?
The supported scope is ChatGPT, Claude, Perplexity, Gemini, HyperCLOVA X, Naver, and Daum. Only successful connected responses contribute to a score; disconnected and failed attempts remain visible but are excluded from the denominator.
What do the scores mean?
The GEO composite combines recognition, sentiment, citation quality, competitive position, and answer appearance. Answer appearance is the percentage of successful answers that mention the brand at least once. They are separate metrics, not duplicate headline scores.
What can I do after a measurement?
Review the AI excerpts and sources in the dashboard, compare runs in measurement history, and use the action queue to prioritize fixes. Saved tracking questions accumulate results on the next measurement.
Ads burn. GEO compounds.
Search ads and SEO exist only while you keep paying. Stop, and your visibility disappears. That's rent. GEO is different. Once you make AI cite you accurately and often, that visibility carries into the next answer and the next model. Not a burn rate, but equity that accrues to your brand.
Borrowed visibility (Rent)
Search ads · banners: gone the moment you stop paying
Same money, same slot, every month (no compounding)
Reset whenever the platform changes its rules
Performance = this month's spend
Accruing visibility (Equity)
AI citation assets: accrued consistency stays as answers change
The more it accrues, the likelier you're cited (est. compounding)
Brand-fact consistency transfers even as engines change
Performance = the AI trust you've built up
The brand that starts now becomes the default answer a year from now. Stop renting. Start building equity.
Start freeInsights
Your brand's share of voice, at a glance.
Every time 7 AI engines answer, see how often your brand and competitors get cited.
Share of Voice
Brand citation rate across 7 AI engines
Measured5 K-beauty brands · 2026-05
ChatGPT
89%
Claude
65%
Perplexity
86%
Gemini
84%
HyperCLOVA
81%
네이버
92% · n=3
다음
41%
Same brands, but 네이버 92% vs 다음 41% — a 51pt spread across engines
View the dataset →Sources
AI barely reads your homepage.
When we measure it, the sources AI leans on are mostly Naver blogs and wikis. That's where the work actually is.
Citation Sources
What AI reads before it talks about your brand
Measured153 citations · 2026-05
blog.naver.com95 · 62%
UGCnamu.wiki22 · 14%
Wikiwww.instiz.net6 · 4%
UGCv.daum.net5 · 3%
Newsthewiki.kr4 · 3%
Wikiwww.youtube.com4 · 3%
VideoAmong the top cited sources, owned domains are just 3% — fixing your own site alone rarely moves the answer.
View the dataset →Start in 3 minutes
How does AI answer about
your brand right now?
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