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Free AI Search Scorecard for B2B SaaS
Your brand, scored by the most impactful AI engines
Drop in your site and get instant scores from ChatGPT, Claude, and Gemini, the engine behind Google’s AI Overviews.
Every check is tuned for B2B SaaS: the queries, the scoring, the benchmarks. See how often you’re mentioned, who gets recommended instead, and whose pages the engines cite.
ChatGPT
Claude
Gemini
Get your AI visibility scorecard
The Problem
You know AI search matters. Measuring it is the hard part.
Every B2B SaaS team we talk to is stuck on the same three questions.
01
“Are we in the answers?”
There’s no SERP to screenshot. Your buyers ask ChatGPT and Claude which platforms to shortlist, and you have no idea if you made the list.
02
“Is SEO still the job?”
Half your team treats AEO as a brand-new discipline. The other half calls it SEO with a new name. Both halves are guessing.
03
“What did any of it produce?”
A buyer reads about you in an AI answer, never clicks, and books a demo 3 weeks later. GA4 calls that “direct.” Your CFO calls it unmeasurable.
What your scorecard covers
AI Engine
ChatGPTWhere most buyer conversations start
ClaudeWhere technical buyers do their research
GeminiPowers Google’s AI Overviews
AI Search Score
(Overall)
(Overall)
You’re on the right track
Needs improvement
You’re on the right track
Every score comes from 6 real buyer queries run live through each engine: category shortlists, vendor comparisons, and how-to-choose questions. Your results page shows every query.
Overall AI search score
One score for each engine, so you know where you stand at a glance.
Mention rate
How often you appear when buyers ask the questions your category gets asked.
Share of voice
Who gets recommended instead of you, and how often.
Citations
Whether the engines cite your pages as sources, or let other sites tell your story.
Tuned for B2B SaaS
Generic AI graders run the same checks on a coffee shop and a CRM. This one models real software buying: category shortlists, “[competitor] alternatives,” comparison and pricing questions. Then it benchmarks your scores against other B2B SaaS brands.
Our methodology
A methodology that turns visibility into pipeline
Scores tell you where you stand. Turning them into pipeline is a methodology. It’s the same one we run inside our client programs.
ChatGPTAnswer
“Which onboarding platforms should a mid-market team shortlist?”
Most teams weigh time-to-value over feature count. Priya Raman, VP Customer Ops at Northwind, found that instrumenting onboarding before scaling it cut ramp time by roughly half. Cited
PR
✓ Verifiable Expert
Priya Raman
VP Customer Ops, Northwind
Expert-led
AI engines cite named, verifiable experts with first-party insight. We check whether your content gives them anything worth citing.
Buyer intent first
We start where the money is: the questions your buyers ask before a demo, scored by ICP fit and conversion potential.
Buyer query panel
Ranked by ICP fit
Query
Stage
ICP
Fit
best [category] platforms for mid-market
Shortlist
94
[competitor] alternatives
Alternatives
91
[category] pricing for 200 seats
Pricing
87
[competitor] vs [competitor]
Comparison
83
what is [category]
Awareness
24
EXPERIMENT 047
Measured
Show pricing on /comparison
HYPOTHESISIf buyers see pricing before the demo form, more of them start one.
Control
3.1%
Variant
4.4%
Recent decisions
046CTA above the foldKILLED
045FAQ schema on /pricingITERATE
044Author bylines on guidesKEPT
VERDICT
Kept
+42%
demo starts
Every change is an experiment
We come from CRO. Fixes ship with a hypothesis, get measured on ranking and conversion impact, and get kept, killed, or iterated.
Conversion-led reporting
Visibility only counts when it turns into demos and pipeline. Every recommendation is held to that standard.
Pipeline from search
Last 6 months
Demo requests
47↑ +38%
Pipeline influenced
$1.4M↑ +42%
Sourced by AI answers
31%↑ +12 pts
MarAprMayJunJulAug
Organic search
AI answers
Impressions
Built by Curio Digital
We’re a CRO and Webflow agency for B2B SaaS, and AI search measurement runs inside our client programs every month. Our reporting rule: if we ever report on impressions, our clients are allowed to fire us.
Case study
Meridian: demo requests up 490% five months post-launch
View case study
View the Meridian case study
Testimonial
“They don’t sit back and wait and just absorb work and do what they’re asked to do. They recognize opportunities for improvements.”
Frequently asked questions
When do I get my scores?
Your scorecard starts running the moment you submit and takes about a minute. If you added a competitor, your side-by-side comparison report lands in your inbox within 1 business day.
Why these 3 engines?
ChatGPT is where most buyer conversations happen, Claude is where a growing share of technical and business buyers do their research, and Gemini is the model behind Google’s AI Overviews, the largest AI answer surface by reach. Perplexity and direct AI Overviews checks are part of the Full Insights review.
How is this different from other AI visibility checkers?
Most graders score every brand the same way, whatever the industry. This one is tuned for B2B SaaS: the query panel models how software buyers actually shop (category shortlists, alternatives, comparisons), and your scores are benchmarked against other B2B SaaS brands, so a 60 means something.
Is this automated?
The instant scores are. The Full Insights review is a strategist doing the parts automation gets wrong.
Is this an SEO thing or an AEO thing?
Both, on purpose. We measure organic and AI visibility as one system, because your buyers use both and your pipeline doesn’t care which one gets credit.
What’s the catch?
The scorecard is how we introduce ourselves. If the numbers bother you, some teams book the review, and some of those ask us to run the whole system for them. That’s the entire play.
Who is this for?
Marketing leaders at B2B SaaS companies who own a pipeline number. If you report to a board on demos and revenue, this was built for you.
Find out who AI recommends: you or your competitors
Your buyers are already asking ChatGPT, Claude, and Gemini. Get instant scores and see exactly where you stand.
