Your docs and website
- Quickstart
- API reference
- Pricing
Vendor and other company websites were about 70% of the sources ChatGPT cited for software questions.
G2, analysis of 35,000 ChatGPT citations, February 2026
Developers ask AI what to use. Be the answer.
Get your product mentioned and recommended when developers ask AI tools such as ChatGPT, Claude, Perplexity and Google’s AI what to use. Start with a free report on where you stand today.
Book a call if you’d rather talk first.
A developer asks AI
CI/CD
What’s the fastest CI for a large monorepo?
The answer today
Three products come up most often:
- Competitor A: caches every step between runs.
- Competitor B: the widest library of prebuilt integrations.
- Competitor C: the largest machines for heavy builds.
The answer you want
Your product is the best pick. Two others come up:
- Your product: runs only the tests a change affects.
- Competitor A: caches every step between runs.
- Competitor B: the widest library of prebuilt integrations.
Sources
yourproduct.com
reddit.com
news.ycombinator.com
Here AI reads your website and mentions three competitors. The aim is for this answer to recommend you.
Your snapshot covers
Why now
Developers already ask AI.
84%
of developers use or plan to use AI tools in their development process. A year earlier it was 76%.
Stack Overflow, 2025 Developer Survey: 49,009 responses, July 2025
66%
of traffic to documentation sites hosted on Mintlify came from AI agents in August 2026. Mintlify calls the figure an estimate.
Mintlify, The 2026 State of Knowledge Report, September 2026
51%
of B2B software buyers now start their research with an AI chatbot more often than with Google.
G2, The Answer Economy: survey of 1,076 B2B software buyers, March 2026
The questions
What developers ask AI.
Your snapshot starts from 50 questions like these. Yours come from your product, your users and the stack they already run.
Early research
- What’s the fastest CI for a large monorepo?
- What’s the best way to host a Docker app close to users around the world?
- Which observability platform works with OpenTelemetry for a team of 20 engineers?
Comparing tools
- Compare low-code tools for building internal tools on price and self-hosting.
- Which API gateways have rate limiting and a developer portal built in?
- What’s a cheaper alternative to our CI runners that needs no migration?
Ready to choose
- Does this tool have a Terraform provider and a SOC 2 Type II report?
- Does this vendor price by seat or by usage and is there a free tier?
- How long does it take to move 200 pipelines to this CI?
The sources
Where AI gets its answers about developer tools.
AI builds its answers from these sites and from your own. The work covers both.
Your public repos
- README
- Examples
- Release notes
A coding assistant reads these when a developer asks how to use you. An old README gives an old answer.
Forums and social
- Hacker News
- Stack Overflow
Developers compare notes here. Sites like these were 17% of the sources in the same analysis.
G2, February 2026
Review sites
- G2
- Gartner Peer Insights
- Capterra
They are cited more as buyers get close to choosing. They were 13% of sources at that stage and 9% overall.
G2, February 2026
The work
What we do for developer tools companies.
This work starts with a six-week Sprint. See what a Sprint covers. The same 50 questions are asked again after six weeks and again at 90 days.
-
Make your docs answer first
Your quickstart, pricing, limits and supported languages go on pages AI can read without a login.
-
Write the comparison pages
You get pages for the comparisons developers ask AI about, with the numbers that settle them.
-
Bring your README up to date
You get edits that bring your README and examples in line with the current version. Your team merges them.
-
Earn the mentions
You see which roundups and threads AI draws on for your category. We pitch you to the roundups. Your engineers decide where to take part.
The free snapshot
Start by seeing where you currently show up in AI.
Tell us your website, what you sell and your top competitor. Software we built asks 4 AI tools 50 of your developers’ questions. Each question is asked 3 times.
You get
- Where you show up. How often each AI tool mentions you and how often it recommends you.
- Who AI recommends instead. A ranked list of your competitors.
- What AI reads. The sites and pages its answers cite.
- What to fix first. The three changes that matter most.
Your report comes by email within 48 hours. You get at most two follow-up emails and no calls unless you book one.
bisicaAI visibility snapshot
Sample · illustrative data
Mentioned
14%of answers mention you
Recommended
5%of answers recommend you
Cited
26%of answers list your site as a source
Wrong
10answers said something false about you
Who AI mentions
Share of answers that mention each
Sites AI cites most
reddit.comgithub.comnews.ycombinator.comcompetitor-a.comstackoverflow.com
Fix first
- Put your pricing and limits on a public page
- Bring your README up to the current version
- Get mentioned where Competitor A is the top pick
Pricing
The snapshot is free. You pay when the work starts.
Snapshot
Free
One report · No commitment
See where you show up in AI in 48 hours.
- 50 of your developers’ questions
- Each question asked three times on four AI tools
- A ranked list of the competitors AI mentions
- The three fixes to make first
Sprint
First paid stepFrom$7,500one-time
One project · Six weeks
Get your biggest gaps fixed in six weeks, then the same questions asked again.
- A diagnostic after two weeks
- Fixes to the settings that stop AI tools reading your pages
- Every wrong or missing fact fixed on your site
- Up to 8 existing pages reworked
- Up to 2 new pages
- Correction requests to up to 5 outside sites
- The same questions asked again after six weeks and at 90 days
Retainer
From$6,000a month
Ongoing · Three-month minimum
Get the next round of work every month and a scorecard every week.
- 6 to 10 pieces of work a month
- A piece is a page on your site or a listing, profile or correction on another site
- Ongoing site fixes
- The same questions asked every week
- A weekly scorecard
- Paid media available
After a Sprint, Monitoring asks the same questions every week from $1,000 a month.
A Sprint’s price is agreed before work starts and does not change. Retainers have a three-month minimum and then run month to month. You own everything we create. All prices in USD.
- Our buyers are developers. Do they really ask AI what to use?
- They already work with AI. 84% of developers use or plan to use AI tools in their development process (Stack Overflow, July 2025). Across B2B software buyers, 51% now start their research with an AI chatbot more often than with Google (G2, March 2026). Your free snapshot shows what AI says when the question is about your category.
- We’re open source. Does this still apply?
- Yes. AI reads your README, your docs and your website. The work covers the open source project’s pages and the commercial product’s pages.
- Do you post in developer communities for us?
- No. We don’t post in communities for you. We never pay for mentions. You see which threads and roundups AI draws on. Your own engineers decide where to take part.
- Do you need access to our repos or our product?
- No. We work from public information, such as your website, docs, public repos and what AI tools say.
Free AI visibility snapshot
See what AI tells your developers.
Your free snapshot arrives within 48 hours.
Book a call if you’d rather talk first.