aimprint™
AI measurement that matters.
Details
- External ID
- 1252662
- Source
- PH
- Company
- —
- Product
- aimprint™
- Website domain
- producthunt.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.9434199273038273
- Tags
- Marketing, SEO, Artificial Intelligence
- Fetched at
- Sept. 18, 2026, 4:40 a.m.
- Updated at
- Sept. 18, 2026, 4:40 a.m.
Description
Most AI visibility tools stop at mentions and citations. aimprint™ goes further — measuring whether AI actually recommends your brand over competitors, and whether it's telling your story accurately. Track Reach, Influence, and Narrative across ChatGPT, Perplexity, Claude, Gemini, and more. Built by measurement practitioners, not just engineers. Transparent pricing starting at $199/mo — no enterprise sales gate required.
Enrichment
- Theme
- AI visibility and marketing tools
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- model evaluation and performance measurement for ai developers
- Manually corrected
- False
Could you build this?
Partial While dashboards and prompt wrappers are easy, systematic evaluation of brand perception and competitive share of voice across multiple LLMs requires continuous prompt benchmarking datasets, automated sentiment/narrative scoring pipelines, and synthetic consumer query sampling.
What it would actually take: The architecture requires an orchestration queue (Celery/Temporal) to run thousands of domain-specific synthetic user prompts against LLM APIs (OpenAI, Anthropic, Google, Perplexity). Output parsing requires a combination of fine-tuned evaluator models or structured extraction prompts to identify brand mentions, rank orders, and sentiment, aggregated into analytical metrics (share of voice, sentiment delta). The hardest part is generating a realistic, statistically valid benchmark query set per industry and maintaining reliable scraping/API hooks at scale.
Competitors
Other products that read as similar to this one — 93 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 94 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 192 days after the earliest competitor.
- AI BrandSight · ph · 2026-09-28 · 2 upvotes · similarity 0.50
- AIVisib · ph · 2026-09-29 · 3 upvotes · similarity 0.47
- AI Visibility Score · ph · 2026-09-25 · 1 upvotes · similarity 0.45
- The AI Visibility Audit Kit · ph · 2026-09-19 · 2 upvotes · similarity 0.44
- GeoBuddy · ph · 2026-09-06 · 1 upvotes · similarity 0.43
- AI Visibility Tracking · ph · 2026-09-21 · 1 upvotes · similarity 0.42
- Hupmapper · ph · 2026-09-15 · 4 upvotes · similarity 0.42
- Website Auditor 2.0: AI Search · ph · 2026-09-20 · 2 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.