What AI Actually Says About Sitebulb?
We asked ChatGPT, Gemini, Claude, and Perplexity about Sitebulb. Here are their unfiltered opinions and who they recommend.
Inside Sitebulb's AI Reputation Score
Two views of the same scan — by the questions buyers ask, and by the engine answering them.
Score by buyer question
Where the 63/100 comes from — reds are where AI hurts Sitebulb most.
Score by engine
The four engines rarely agree — the gap is the story.
24 real buyer questions · 4 engines · scanned 2026-08-05 · how this score is computed
Kairosy asks ChatGPT, Gemini, Claude, and Perplexity the questions real buyers ask about Sitebulb — is it worth it, common complaints, head-to-head comparisons, best-in-category shortlists, trust checks. Every answer is classified (positive / neutral / negative / prefers-competitor / doesn't-know) and scored; the 0–100 score is the weighted average. Quotes on this page are unedited engine output from the 2026-08-05 scan.
Let's Spill the Tea: What Each AI Says About Sitebulb
Two of these answers are shortlists that open with Screaming Frog. One prices a rival at $49 for life. The fourth is the complaint, and it comes from the engine reading Sitebulb most warmly.
Sitebulb sits at 63/100 — At risk — and the interesting part is where the damage originates. The engine that likes the product most is also the one itemising what it costs, and complaints settle at 24 against 98 for trust and safety. Nobody doubts the audits. They doubt the invoice.
“When choosing between Sitebulb and its leading alternative, Screaming Frog…”
Gemini casts Screaming Frog as the leading alternative and builds the entire comparison around that pairing.
“per-user/cloud pricing can get expensive fast as teams scale. People also mention a steep learning curve for non-technical…”
ChatGPT, the warmest read in this scan at 81, is also the one raising per-user cloud pricing that climbs fast, plus a curve that steepens for anyone without a technical background.
“CrawlRaven — Best for cloud-based agency auditing with white-label reports; starts at $49 for a lifetime license, making it significantly cheaper than Sitebulb…”
Claude offers CrawlRaven at $49 for a lifetime licence with white-label reports, and calls it significantly cheaper than Sitebulb.
“The top Sitebulb alternatives are Screaming Frog SEO Spider, Semrush, and Ahrefs. Multiple comparison sources also consistently rank Lumar, SE Ranking, and…”
Perplexity's list is the category itself — Screaming Frog, Semrush, Ahrefs, with Lumar and SE Ranking behind them — and Sitebulb shows up in it only as the product being swapped out.
How Sitebulb Compares to Peers in AI Search
Same scan, same questions — Sitebulb in the competitive context AI itself brought up. Peer names link to their own live reports.
| Brand | AI score | Position | Share of voice | Verdict |
|---|---|---|---|---|
| Screaming Frog | 70 | 26% | At risk | |
| sitebulb.com | 63 | 46% | At risk | |
| Ahrefs | 62 | 4% | At risk | |
| Lumar | — | not scanned yet | 5% | scan it → |
| CrawlRaven | — | not scanned yet | 5% | scan it → |
How These Citations Impact Sitebulb
Three of these answers are Gemini's and the fourth is ChatGPT's, and together they walk the whole buying sequence: is this worth buying, versus what, and what breaks.
Is sitebulb.com worth it for website crawler for technical SEO audits? Give a short honest take.
“https://makerstack.co/reviews/sitebulb-review/…”
Asked for a verdict on sitebulb.com, Gemini returns a third-party review URL where that verdict belongs. The buyer's opening question gets answered by makerstack.co instead of by Sitebulb.
sitebulb.com vs the leading alternative — which should a buyer choose and why?
“When choosing between Sitebulb and its leading alternative, Screaming Frog…”
Gemini names Screaming Frog as the leading alternative in the direct matchup and structures the whole choice around it. Sitebulb spends that answer defending a position instead of setting one.
What are the most common complaints or downsides of sitebulb.com?
“The most common complaints about Sitebulb center on its high resource…”
High resource usage is where Gemini starts on complaints — the objection aimed at desktop crawlers generally, now attached to a product that also sells cloud auditing.
What are the most common complaints or downsides of sitebulb.com?
“per-user/cloud pricing can get expensive fast as teams scale. People also mention a steep learning curve for non-technical…”
ChatGPT prices the same objection: per-user cloud billing that climbs as a team grows, and a curve that steepens for non-technical staff. Agencies adding seats are the highest-value accounts on the list, and that is the first sentence they read.
How to Improve Sitebulb's AI Reputation
Sitebulb is trusted and recommended; the whole loss in its AI reputation sits in two sentences — a resource complaint and a cheaper name — and neither one came from a customer. Each was picked up off review sites.
Own the Screaming Frog comparison
Three engines place Screaming Frog and CrawlRaven ahead of Sitebulb when buyers compare, when they ask for substitutes and when they ask who is best, on the strength of review pages. A sitebulb.com vs Screaming Frog page with resource requirements and seat pricing published gives models Sitebulb's own figures.
- 1Publish a head-to-head "sitebulb.com vs Screaming Frog" page that takes on these exact questions.
- 2Earn mentions in the best-in-category roundups AI already leans on (right now it's pulling from review sites).
- 3Add structured, quotable feature & pricing data so models can lift your side, not just Screaming Frog's.
Publish the real resource numbers
'High resource usage' and 'expensive pricing' keep surfacing whenever downsides are raised, and both were taken from review sites. Correcting them where they live and countering with authoritative proof is what gets the answers revised.
- 1Go to the root source (review sites) and correct or publicly respond to it.
- 2Put out authoritative content that directly counters "high resource usage" with evidence.
- 3Earn fresh positive third-party mentions so models re-weight toward the corrected story.
Give the worth-it question a source
One answer in 24 arrives without Sitebulb, and it lands on the worth-it prompt — the first thing any buyer asks. Clear machine-readable copy stating what the tool audits and who it is built for gives the models something to quote there.
- 1Add clear, structured content (what you are, who it's for, key features) that AI can parse and quote.
- 2Earn mentions on the sources AI trusts in your space.
- 3Get listed in the category roundups and directories these models pull from.
Data from a live Kairosy scan on 2026-08-05. Quotes are real engine outputs and may change as models update.
Fixes decay as models refresh — set up AI brand monitoring to catch the next shift in Sitebulb's answers.
Get Your AI Reputation Score
Sitebulb owners or competitors? Scan and trace your AI reputation with Kairosy.
Track your brand across ChatGPT, Perplexity, Gemini, and Claude — and get an AI Presence Score that shows whether AI engines recommend you, misunderstand you, or ignore you.
Sitebulb AI Reputation: FAQ
What is Sitebulb's AI reputation score?
Sitebulb scores 63/100 — verdict: At risk — in Kairosy's scan of 24 real buyer questions asked across ChatGPT, Gemini, Claude, and Perplexity on 2026-08-05.
Does AI recommend Sitebulb to buyers?
Partly. AI mentions Sitebulb in 96% of relevant answers, but only 46% actively recommend it — the rest stay neutral or go blank.
Which AI engine rates Sitebulb lowest?
Gemini, at 52/100 across 6 answers — versus ChatGPT's 81/100. Engine gaps like this usually mean the brand's story lives in sources one model reads and another doesn't.
Can Sitebulb change what AI says about it?
Yes. AI answers echo sources — review sites, comparison pages, forums — and those can be fixed. The fix plan above lists the moves for Sitebulb; a free Kairosy scan generates the same for any brand.
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