AI search visibility trackers
Tools that query ChatGPT, Gemini, Perplexity and other AI answer engines to measure and improve how often a brand or website is mentioned, cited, or recommended, often with competitor benchmarking and site audits.
Built for: Marketers, SEO agencies, small businesses
Projects since May 04
179
Different builders
169
Last 4 weeks vs 8 before
-16%
AI is the core
22%
Projects per week
Mostly web app (62%), browser extension (15%), api or backend service (9.5%) · from r/SideProject, r/SaaS, r/chrome_extensions, r/IMadeThis
Latest
- Trends Radar — Surfaces emerging, rising, and re-emerging products and search topics by comparing market signals week over week.“Anyone want to beta test a trends/market signals tool?”
- CiteScout — Checks buyer questions weekly through Perplexity and emails the Reddit and YouTube threads that AI answers cite most.“Made a waitlist page before writing any of the actual app. Does the idea come across?”
- Lets users switch search engines in a mobile browser by swiping left or right on the search field.“I built a gesture-based way to switch search engines in my browser”
- EntityRise — Audits how ChatGPT, Claude, Gemini, Grok and Perplexity mention, recommend and cite a company, and lists competitors recommended instead.“I built EntityRise to show whether ChatGPT, Claude, Gemini, Grok and Perplexity recommend your SaaS, or your competitor”
- AI Visibility Monitor — Queries ChatGPT, Perplexity and Gemini with a user's buying questions and reports how often a brand is mentioned, its ranking, competitors shown instead, and cited sources.“I asked ChatGPT, Perplexity and Gemini the same buying question — they disagreed. So I built a tool to track it”
- FreeOSINT-UI — Bundles basic OSINT lookups such as username, email, domain, IP, phone, GitHub, Telegram, crypto and metadata checks into one free web interface.“I created an open source alternative to https://osint-ui.com/en”
- Citaria — Researches market and competitors for a product idea, cross-checks sources, and links claims to exact source passages.“I built my AI cofounder to do market and product research”
- answerline — Returns the answers that ChatGPT, Gemini, Copilot and Google Search show users, as structured JSON with text, sources and optional ads and shopping cards.“I built an API that returns what ChatGPT and Gemini actually show users, as JSON”
- keylight — Tracks brand mentions in AI search engine answers and reports visibility scores per engine.“why ai visibility scores can be wrong: a counting bug we found in our own tracker”
- Citetail AEO — Shows how brands are mentioned and cited in AI search answers.“Built a small AEO tool — would love some feedback”
- vibe.kowanas.com — Hosts a showcase where people post links to AI-built apps and web services and runs lightweight SEO, AEO, and ASO checks to aid discovery.“What if a vibe coding showcase actually helped people find your project?”
- access402 — Scans a website and suggests concrete ways its content and features could be monetized for AI agents.“I built a tool that shows how your website can make money from AI agents.”
- CiteTide — Tracks which brands and sources AI chatbots mention and cite when answering queries.“I measured which sources AI actually cites when it recommends email marketing tools. Two things caught me off guard.”
- Compares how often local businesses are suggested by AI answer engines against their competitors in the same area.“Has any one done Niche'd down AI Visibility Analytics Service?”
- Garip Siteler — Curates a directory of weird, useful, fun, educational and AI-related websites with random discovery and site suggestions.“I missed randomly finding weird little websites, so I made this”
- CrawlSpider — Tracks how often a brand is mentioned or cited in responses from multiple LLMs to a set of prompts, storing results over time.“I built CrawlSpider by repurposing pieces of two things I had already built.”
- VigilSovereign — Monitors what is said publicly about a company and flags mentions that may need attention.“Test application”
- TeaOnHerChecker — Collects a first name and city, then has an analyst review and email a report on mentions of the requester on TeaOnHer.“I made TeaOnHerChecker for women to check whether they're mentioned on TeaOnHer”
- Sells PDF toolkits that guide local businesses through checking what AI search tools say about them and turning reviews into content AI trusts.“Made 2 AI Visibility Toolkits for local businesses, sharing the actual growth plan behind it”
- ScoutBrief — Generates competitor and market research reports using AI.“Built two versions of the same idea before realizing the first one was right”
Most discussed
- GeoHats — Helps brand owners appear in AI search results by generating improved website pages, social media content, and backlinks.“I finally made $1150 after failing 4 times 🥂”
- Monitors and improves how a brand appears in AI search answers, for a monthly subscription sold on a free trial.“Launched 2 weeks ago. Stripe says $2,800 MRR and has charged $0. Welcome to trial purgatory.”
- GeoReady — Audits websites for AI search readiness and publishes a free technical manual on Generative Engine Optimization.“Built a 160-page technical manual on GEO (Generative Engine Optimization) after auditing 1000+ sites — would love feedback”
- TinyFish Search and Fetch — Provides web search returning structured JSON results and a fetch endpoint that returns rendered page content as Markdown or JSON.“We just made WEB Search and Fetch completely free”
- MentionMachine — Scans a website for how readable and indexable it is by LLMs and tracks whether AI chatbots mention the business.“I made a free tool to check if ChatGPT and other LLMs can read your site and whether they mention you.”
- Operates an NSFW AI companion platform whose traffic growth is tracked through search engine webmaster data.“Bing sends me 33x more traffic than Google. Never saw that coming”
- QuickAEO — Runs chosen keywords through ChatGPT, Gemini and Perplexity and reports the answers, cited URLs, competitor mentions and share of voice.“I built a super cheap AI search report because I didn't want to pay for expensive AEO tools”
- IntelHub — Provides browser tools for OSINT investigations and is currently being improved with a major update.“Sudden jump in users”
- DataEase AI Brand Score — Scores a website's brand strength and its likelihood of being surfaced by AI search tools based on structural signals like Wikipedia, Wikidata, schema.org markup and Reddit mentions.“I built a free tool to score how visible your brand is to ChatGPT, Perplexity, and Google AI Overviews”
- Tests whether AI chatbots like ChatGPT and Claude mention a given website when asked customer-style questions, then scores the site and gives recommendations.“I vibe coded my first side project. help me figure out if it's actually any good”