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HowAITrust

Catch and fix what AI gets wrong about your brand

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This is 1 of 197 launches in AI assistants for messaging platforms — see how it stacks up on momentum and crowding →

401 other launches read as similar to this one →

Details

External ID
1276447
Source
PH
Company
—
Product
HowAITrust
Website domain
producthunt.com
Launched
Oct. 11, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.77
Tags
Marketing, SEO, Artificial Intelligence

Description

AI assistants now answer buyers' questions about your company, and they often get prices, plans and policies wrong. HowAITrust asks the questions you care about, compares each answer with your approved facts and flags the exact sentence that contradicts them. It traces the claim to the page the AI cited, builds the correction plan, then rechecks after 7 and 21 days and closes the case with before-and-after proof. Start with a free private workspace.

Enrichment

Niche
AI assistants for messaging platforms
Vertical
Marketing
Function
Observability & eval
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
brand reputation monitoring for ai search engines
Manually corrected
False

Could you build this?

Yes The core workflow runs synthetic queries against popular LLMs and search engines, evaluates the output against stored company documentation using semantic comparison, and highlights discrepancies.

Competitors

Other products that read as similar to this one — 401 launches clear the similarity bar, closest 8 shown.

Attention rank: #79 of 402 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 339 days after the earliest competitor.

Other launches for this product