Four sections covering technical access, AI visibility, content, and reputation.
This is more than a crawl audit. We measure where your buyers go to find you, what AI says when they ask, and what's missing from your story.
RankBee scored four key Fundraisly pages against the actual URLs AI assistants cite for those buyer queries. Fundraisly wins #1 on every page — but absolute scores are 2.03–3.46/10 and the lead over qubit.capital, openvc.app, hustlefund.vc, and affinity.co is razor-thin.
Ten buyer prompts × five AI engines (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews), calibrated across 16 named competitors and grounded in RankBee's LLM websearch (4/4 providers can fetch the homepage) and the co-citation behaviour observed in the live content-scoring runs.
RankBee's 5-phase crawl: robots.txt allows every major AI bot, US virtual user passes, all 15/15 bot impersonations return 200, and all four LLM websearch providers can fetch the homepage. The only remaining risk surface is response-time slowness on Framer (32–37s per bot) and Perplexity brand confusion with raisely.com.
Vendor evaluation, operational/risk, compliance & privacy, and infrastructure & setup. Calibrated against the LLM websearch responses (which praised the offer but on two of four providers failed to cite the live URL) and the named co-citations in the RankBee scoring runs.
Content scorecard
Four strategic Fundraisly pages scored against the live AI-cited competitive set for their buyer queries. Fundraisly tops every leaderboard but everyone in this category scores under 3.5/10 — the depth gap is real but the moat is shallow.
Content quality leaderboard
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Rankings matrix
Ten buyer prompts × five AI engines × 16 named competitors. Calibrated against RankBee's LLM websearch (all four providers fetched the homepage correctly) and the actual co-citation pattern observed in the live content-scoring runs.
AI Coverage Leaderboard
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Crawlability & access
RankBee's 5-phase audit: robots.txt is fully permissive, US virtual user passes 200, all four LLM websearch providers can fetch the homepage, and all 15/15 bot impersonations return 200. Framer's response times of 32–37 seconds for the AI-crawler set risk citation drop-off, and...
Sentiment
What AI tells buyers about Fundraisly across four conversation clusters, calibrated from RankBee's LLM websearch probes (where 4/4 providers returned positive, on-message homepage summaries) and the co-citation pattern observed in the content-scoring runs.
Sentiment leaderboard
Frequently asked
What is a GAIO Deficit Report?
GAIO stands for Generative AI Optimization — getting your brand cited inside AI answers, not just ranked on a results page. The Deficit Report is RankBee's diagnostic: across leading AI engines (ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews) and a tailored prompt set, it shows which answers your brand is missing from, which competitors take the citation in your place, and the technical and content reasons why.
Who is this for?
Anyone whose audience now turns to ChatGPT, Gemini, Perplexity or Claude before making a decision. RankBee Audits are used by SaaS and B2B teams, e-commerce brands, agencies running client pitches, news and media publishers, political campaigns, and many others. If AI engines are part of how people discover, evaluate or talk about you, the audit is built for you.
How is this different from a traditional SEO audit?
A traditional audit grades you on Google's signals — backlinks, keywords, Core Web Vitals. RankBee grades you on what large language models actually reason about: entities, attributes, answer-first structure, citation-worthiness, and crawlability through the bot stack AI assistants use today (GPTBot, ClaudeBot, PerplexityBot, Google-Extended and 20 more). Strong Google rankings don't automatically translate into AI citations, and that gap is what the audit measures.
How does the audit work?
Four sections, each grounded in real data. Crawlability runs five technical phases: robots.txt rules, virtual-user probes from your target geographies, live LLM web-search fetches, bot-impersonation against your CDN, and token-depth indexability. Rankings Matrix runs your buyer prompts against up to 5 AI engines and logs every citation, co-citation, and competitor mention. Content Scorecard simulates AI ranking at the page level — RankBee ingests competitor content, generates variations, and scores yours 1–10 on the attributes models actually reward. Sentiment Snapshot reads how engines describe you when they do mention you, clustered by audience intent.
Where do the prompts come from?
RankBee discovers them for you. From just your brand name, domain, region and category, the platform generates and crawls thousands of AI prompts relevant to how real audiences ask about your space — then narrows them to the high-intent set that drives your visibility. You don't need to bring a keyword list, a competitor list, or hand-written prompts; the audit builds all of that automatically.
What does "invisible to AI" actually mean?
There are several distinct failure modes, and the audit isolates which ones are affecting you.
- Uncrawlable. Your CDN blocks AI bots, or your rendered HTML buries the answer below their token budget, so models can't read your pages at all.
- Crawlable but uncited. Bots can read you, but your content doesn't signal the attributes the model needs to recommend you, so it cites a directory, a competitor or Wikipedia instead.
- Cited but mis-framed. You're mentioned, but the model attributes your facts to a subsidiary domain, or describes you in ways that don't reflect your positioning.
- Locked out of live retrieval. When a user asks ChatGPT, Perplexity or Gemini a question right now, can the model fetch your page in real time to answer? The crawlability audit tests this end-to-end — many sites pass robots.txt but fail at the CDN or render layer, so live retrieval silently fails.
- Excluded from training data. Can AI models use your content to train and refine their underlying knowledge? Your robots.txt and bot policies decide whether crawlers like GPTBot, ClaudeBot, Google-Extended and CCBot are allowed to ingest you. The audit shows exactly which training and search bots are allowed, blocked, or partially restricted, so you can make a deliberate choice rather than an accidental one.
How long does it take, and what do I need to provide?
Onboarding takes a few minutes; the full audit is delivered within roughly 48 hours. All you provide is your brand name, website, primary region, language, and category — RankBee handles prompt discovery, competitor identification, crawlability testing and content scoring from there. Rankings and sentiment data continue to refresh inside your dashboard so you can track how the citation pattern evolves.
What happens after the report — does it fix the issues?
The audit diagnoses; remediation happens in the rest of the platform. Most teams use the RankBee Toolkit to rewrite and re-test pages themselves, or RankBee Consulting for a fully managed engagement. The report includes prioritised recommendations so you know exactly which pages and attributes to tackle first.
Can I share the report with my team and stakeholders?
Yes — audit reports are sharable by link so it's easy to align marketing, content, technical SEO and leadership around the same data, and to brief agencies or executives without recreating the analysis. Account owners can switch a report to team-private at any time from RankBee.
How do I get a full audit?
Close the 50-cell gap and reclaim citation share from Raisely
Fundraisly wins every page-level head-to-head — but the entire 'done-for-you VC outreach' category scores under 3.5/10, and AI engines still confuse the brand with raisely.com. Across 16 named competitors the brand sits 5th overall, ahead of Crunchbase, Qubit Capital, HustleFund, DocSend, Cabal, Affinity and the long tail — but Visible.vc, OpenVC, Foundersuite, and AngelList have a 5–6 year content lead. The next 90 days of GAIO work are about turning the ToS and Privacy depth into TL;DR-style discoverable answers, publishing a sample-packages pricing surface to match the DeckToVC/Valley/Qubit pattern, and adding owned content on compliance, warm-intro mechanics, and the 8-week outreach playbook — the three prompts where Fundraisly is currently absent or trailing.