of B2B software buyers now start their research with an AI chatbot more often than with Google.
Source: G2, The Answer Economy (survey of 1,076 buyers, April 2026)
For B2B owners and marketing leaders. We ask ChatGPT and four other AI tools the questions your buyers ask, then show you who gets named. Free, no card.
One client went from 0 to 43 ChatGPT citations in 30 days.
A person on our team reads every request.
A lot of buyers now get their answer from ChatGPT or Google’s AI summary and never click through. If that answer names a competitor and not you, nothing in Google Analytics will tell you.
AEO, or answer engine optimization, is the work of getting your brand named in those answers. Most teams aren’t tracking it yet. The map is a starting point.
of B2B software buyers now start their research with an AI chatbot more often than with Google.
Source: G2, The Answer Economy (survey of 1,076 buyers, April 2026)
drop in traffic from traditional search that McKinsey estimates for brands that aren’t prepared for AI search.
We don’t name clients here. The numbers come from their Ahrefs and Google Search Console data and our case study write-ups.
A B2B tech company went from zero ChatGPT citations to 43 in 30 days. It now gets about 10 sales-qualified leads a month from AI answers.
Source: Client case study, November 2025
A B2B software company’s share of AI Overview mentions, measured against its competitors, over 12 months. Organic conversions went up 75%.
Source: Ahrefs Brand Radar and Google Search Console, Aug 2025 to Jul 2026
More AI citations in 12 months for a building products supplier, including 174 more mentions in Google’s AI Overviews and 113 in ChatGPT.
Source: Single Grain case study, singlegrain.com
[CLIENT QUOTE: one or two sentences from a client on what the AEO work showed them]
[ROLE, COMPANY TYPE]
Most agencies are waiting to see how AI plays out. We went all in - rebuilding how we work and what we deliver, and plugging it directly into client campaigns.

The map won’t get you named on its own. It shows where you’re missing and what to fix first.
Here’s what you get, within 5 business days.
20 questions your buyers would likely type into an AI tool about your category.
Which answers mention your brand or link to your content. We check ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews.
The questions where you’re not in the answer at all.
The competitors and websites the AI names in your place.
A short list of changes, in the order we’d make them.
Up to 45 minutes to walk through the map and talk about what you’d fix.
This sample is for a fictional B2B software company. Yours uses your category, your site and your competitors.
Spend management software for mid-market finance teams.
How many of the 40 answers in each tool name each brand (20 questions, asked twice).
| Brand | ChatGPT | Perplexity | Gemini | Claude | Google AI Overviews |
|---|---|---|---|---|---|
| Tallyforge (you) | 8 | 11 | 12 | 6 | 9 |
| Quillbridge | 14 | 9 | 7 | 12 | 15 |
| Spendlark | 6 | 13 | 15 | 4 | 10 |
| Buyer question | Named in the answer | Result |
|---|---|---|
| “best spend management software for a 500-person company” | Quillbridge, Spendlark | Gap |
| “Quillbridge alternatives for mid-market finance teams” | Tallyforge, Spendlark | You’re named |
| “spend management tool that works with NetSuite” | Tallyforge | You’re named |
| “easiest AP automation software to roll out” | Quillbridge | Gap |
| “how do finance teams get control of SaaS spend” | Spendlark, Quillbridge | Gap |
| “is Tallyforge a good fit for companies with several entities” | Tallyforge | You’re named |
Tallyforge, Quillbridge and Spendlark are fictional brands, and every number here is illustrative. Any resemblance to a real company is a coincidence.
For founders and CEOs of B2B companies doing $10M+ in revenue, and the people who run their content, SEO or demand gen, in the US, UK or Canada.
It’s a good fit if:
Nothing. The AEO Citation Map is free. There’s no card to enter and nothing to sign.
Partly. It’s a discovery call. We walk you through your map, then ask about your goals to see if working together makes sense. If it doesn’t, you keep the map.
SEO tells you where you rank in search results. It doesn’t tell you whether an AI answer mentions you. In a study of 75,000 brands, Ahrefs found that how often a brand is mentioned around the web lines up with AI visibility about three times more closely than backlinks do (Ahrefs, May 2025).
Yes. Seer Interactive found that brands cited in Google’s AI Overviews get 35% more organic clicks than brands that aren’t. That’s a correlation, not proof of cause. Pew Research found people click a regular search result on just 8% of visits when an AI summary shows, compared with 15% when it doesn’t.
It depends on how much you change after you see your map. One B2B tech client went from zero ChatGPT citations to 43 in 30 days. Bigger shifts take longer: another B2B client’s share of AI Overview mentions grew over 12 months.
It’s yours to keep. You can make the fixes yourself, or ask us to help. Either way is fine.
Teams spending under $20k a month on marketing. We’d rather tell you that up front.
Your map comes with a one-page scorecard: how often AI cites you across the questions we tested. It gives you one number to track over time and something concrete to bring to your next report.
Get your free AEO Citation Map: 20 buyer questions, five AI tools, in your inbox within 5 business days. No card.
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