AI Visibility Audits for B2B Tech Companies | Sproutworth

AI visibility for funded B2B tech

When your buyer asks AI which tool to buy, does it name yours?

Sproutworth measures how often ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude and Grok name your company. We rank you against the companies in your category and tell you which page to change first.

See your free report

Or talk to Vinay about the audit →

“Hiring Vinay is a smart strategic move for any business wanting to grow revenue in the medium to longer term.”

Dan Norris, Co-Founder, WPCurve (acquired by GoDaddy)

500+ podcast episodes  ·  ⭐ 5.0 on Apple Podcasts  ·  20+ years in B2B

Strong SEO doesn’t guarantee that AI names you.

We measured 277 B2B SaaS companies. Domain authority predicted AI citation only partly (correlation 0.349). Some companies in the top quarter for authority were still named in fewer than 1 in 4 answers. Read the study →

Do AI engines name us when a buyer asks for a tool in our category?
Which engines never name us at all?
Who gets named instead of us?
Which page should we change first?

Start free. Pay when you want the full answer.

1
Free
Your free report

Your citation rate, your rank in your category, which engines never name you, and who is named instead. Instant if your company is one of the 312 we’ve already measured. Within 4 hours if it isn’t. See yours →

2
$3,000, one-off
The AI visibility audit

Buyer questions chosen for your company, each run 3 times on 6 engines. The competitors the engines actually cite, with the exact URLs. A fix list ordered closest to cited first. A section that states the audit’s limits. A walkthrough call with Vinay. Delivered within 4 hours of payment.

3
$1,500 a month
The retainer

Each month you get the single page to change next, the URLs cited instead of yours, and a 30-minute call. Your team makes the changes. Your first month is on us when you’ve bought the audit.

Your number, read against a measured field.

A rank, not a lone score
You learn whether your number is actually bad.
We measured 312 companies across 28 categories the same way: 24 buyer questions, 5 or 6 engines, 3 runs each.
A fix list ordered by distance to citation
You know which page to change first.
We join Google rank to AI citations. Pages that already rank in the top 15 but aren’t cited come first, because they’re closest.
Unrun is reported as unrun
You can tell how far to trust it.
When an engine can’t be queried, the report says so and never counts it as you not being cited. Every report states its own limits.

We also write and build for our clients.

Audit and retainer clients can add:

Ghostwriting
In your voice. You approve every piece.
LinkedIn posts, newsletters and articles.
Educational email courses
Buyers learn why your approach wins.
A 5 to 7 day email series that teaches your buyers why your approach wins.
AI automations and digital PR
Less repeated work, more coverage.
We build AI automations for work your team repeats, and earn placements in the publications your buyers read.
Measured before we advise

500+ CEO conversations. One focus: what actually builds pipeline.

Vinay Koshy has spent 20+ years in B2B as a strategist, ghostwriter and host of Predictable B2B Success. He built the notedbyai index because every answer to “are we showing up in AI?” he could find was an opinion, usually from someone selling a tracking tool.

Every engagement is personal. You work directly with Vinay No account managers, and no writers who’ve never sold to your buyer.

Our engagements are built for funded B2B tech companies serious about building pipeline, not trying everything and hoping something sticks.
Vinay Koshy, Sproutworth founder

Vinay Koshy, Founder of Sproutworth

Common Questions

Your citation rate and rank in your category, which engines never name you, which of your category’s 24 buyer questions leave you out, who is named instead, your SEO authority against your AI visibility, and what the report didn’t measure. The paid audit adds a fix list for your company.

Buyer questions chosen for your company. Every question runs 3 times on ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude and Grok. You get a citation matrix, the competitors the engines cite with their URLs, a fix list ordered closest to cited first, a limits section and a walkthrough call. It’s delivered within 4 hours of payment.

The rate does move. A study of 13,184 citations by Bill Widmer found that only 30% to 65% of an engine’s citations were still there 2 days later (source). The fix list moves much more slowly. On our own site, no page outside Google’s top 15 was cited in an AI Overview: 0 of 783 queries. A page that ranks in the top 15 and isn’t cited is still the closest to citation next week. You’re buying the ordered fix list, and the rate is the evidence behind the order.

Each month you get the single page to change next, the URLs that were cited instead of yours, and a 30-minute call with someone who read the report. Your team makes the changes. It costs $1,500 a month, and your first month is on us when you’ve bought the audit.

Yes, for audit and retainer clients: LinkedIn, newsletter and article ghostwriting, educational email courses, AI automations and digital PR.

AEO is the work of making your pages the ones that AI engines such as ChatGPT, Perplexity and Google AI Overviews cite when buyers ask about your category.

Find out whether AI names your company.

See your free report

Or talk to Vinay about the audit →