Depra AI
See how AI answers describe your brand
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This is 1 of 241 launches in generative engine optimization software — see how it stacks up on momentum and crowding →
315 other launches read as similar to this one →
Details
- External ID
- 1230883
- Source
- PH
- Company
- —
- Product
- Doetra AI
- Website domain
- producthunt.com
- Launched
- Oct. 12, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.76
- Tags
- Marketing, Artificial Intelligence, Search
Description
Depra AI tracks brand visibility across ChatGPT, Gemini, Google AI Overviews and Perplexity. Monitor buying questions in English and romanised Hinglish, compare named competitors, inspect collected answers and sources, and prioritise next actions. Built for teams serving India, with INR plans. 3-day trial; card required.
Enrichment
- Niche
- generative engine optimization software
- Vertical
- Marketing
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- brand presence monitor for generative ai search answers
- Manually corrected
- False
Could you build this?
Partial The monitoring dashboard is standard, but reliably scraping and querying search/AI engines (ChatGPT, Gemini, Perplexity) at scale across languages requires sophisticated headless browser pools and evasion techniques.
What it would actually take: The architecture would feature a scheduling backend (e.g., Temporal or Celery), proxy-rotating scraper pipelines or unofficial reverse-engineered APIs for multiple AI search engines, and an NLP evaluation engine to parse brand sentiment and mentions. The hardest challenge is scraping rapidly evolving AI search interfaces at scale while avoiding rate limits, captchas, and IP bans across multi-lingual search queries.
Competitors
Other products that read as similar to this one — 315 launches clear the similarity bar, closest 8 shown.
Attention rank: #54 of 316 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 324 days after the earliest competitor.
- Brand on AI · ph · 2026-10-02 · 1 upvotes · similarity 0.66
- AI BrandSight · ph · 2026-09-28 · 2 upvotes · similarity 0.59
- skya.one · ph · 2026-09-29 · 11 upvotes · similarity 0.58
- ClayHog · ph · 2026-04-16 · 173 upvotes · similarity 0.58
- Citradar · ph · 2026-09-15 · 2 upvotes · similarity 0.56
- AIVisib · ph · 2026-09-29 · 3 upvotes · similarity 0.55
- Delphi Monitor · ph · 2026-10-03 · 1 upvotes · similarity 0.54
- CitePrism · ph · 2026-09-22 · 1 upvotes · similarity 0.53