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Clarvia

One AI visibility score, one-click fixes

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This is 1 of 241 launches in generative engine optimization software — see how it stacks up on momentum and crowding →

60 other launches read as similar to this one →

Details

External ID
1249226
Source
PH
Company
—
Product
Carvia
Website domain
producthunt.com
Launched
Oct. 6, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.33
Tags
Marketing, SEO, Artificial Intelligence

Description

You used to optimise for Google. Now the same page has to work for ChatGPT, Perplexity, Gemini and AI Overviews too - five disciplines, each with its own rules. Clarvia scores all five in one number, then shows the fixes on your actual page. Not a PDF of advice - an interactive canvas where every suggestion is a one-click edit you can preview and publish to your CMS. Paste a URL, get a score, fix the page. Built by two people in Norway, bootstrapped.

Enrichment

Niche
generative engine optimization software
Vertical
Marketing
Function
Analytics & BI
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
ai visibility tracker and search optimization tool
Manually corrected
False

Could you build this?

Partial An interactive web canvas is achievable, but simulating and reverse-engineering proprietary visibility/scoring algorithms across Google AI Overviews, Perplexity, Gemini, and ChatGPT requires extensive automated crawling and proprietary evaluation heuristics.

What it would actually take: The backend needs automated headless scraping infrastructure and API connectors to query multiple AI search engines (Perplexity, Gemini, ChatGPT web search, and Google SGE) across diverse geolocations. It requires an algorithmic scoring engine comparing brand citations, ranking correlations, and source attribution logic, combined with a visual canvas UI (e.g., React Flow) that overlays recommendations on mirrored DOM trees.

Competitors

Other products that read as similar to this one — 60 launches clear the similarity bar, closest 8 shown.

Attention rank: #34 of 61 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 147 days after the earliest competitor.

Other launches for this product