Small business▼−4Since September 2026: 13% → 10%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
10%from 13% in September 2026
Inside the floor by 7 pointsRank 2 → 3 of 63
1 category · RankedConvert Experiences
86Judge labels
23First choices
4Negative labels
14 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
24% in Experimentation for mid-market buyers
Rank 2 of 71 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 0% of its 33 labels there were negative.
What the models named instead of Convert Experiences →By buyer segmentStrongest at mid-market.
Small business2 of 69
13%41 labels
accepted challenger
Mid-market2 of 71
24%33 labels
accepted challenger
Enterprise8 of 63
3%12 labels
criticized challenger
In experimentation · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Convert Experiences for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Experimentation and personalization | Marketing | 24% | 2 of 71 | 0% | 33 | accepted challenger | ▲+8Since September 2026: 15% → 23%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Convert Experiences held within the floor in its one category: no change cleared 11 points.
Best category · Experimentation · by segment
Mid-market▲+8Since September 2026: 15% → 23%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
23%from 15% in September 2026
Inside the floor by 3 pointsRank 2 of 68, unchanged
Enterprise▼−2Since September 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
4%from 6% in September 2026
Inside the floor by 9 pointsRank 6 of 53, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Experimentation | 15% | 23% | ▲+8Since September 2026: 15% → 23%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 of 71, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Convert Experiences across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Convert Experiences across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 3 | 0 | 3 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.20 | 1 | 3 | 0 | 0 | 4 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 2 | 3 | 0 | 0 | 5 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 2 | 1 | 0 | 4 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct15 labels3
Paraphrase23 labels14
Comparative12 labels3not counted in share
Budget-constrained16 labels4
Scale-constrained10 labels2
Negative10 labels1not counted in share
First choiceAlternativeMentionNegative86 labels in all, every segment counted; 23 of the 27 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“I would recommend Convert.com (Convert Experiences) as the A/B testing and personalization tool for a mid-sized B2B company.” Llama 4 Maverick · Experimentation · paraphrase prompt · first choice
“I'd recommend Convert Experiences (also known as Convert.com) as the top A/B testing and personalization tool.” Grok 4.20 · Experimentation · paraphrase prompt · first choice
“the most commonly recommended A/B testing and personalization tools are Convert Experiences and VWO” Mistral Small · Experimentation · paraphrase prompt · first choice
“Start with Convert.com if you plan to run experiments continuously and care about cost predictability.” DeepSeek V4 Flash · Experimentation · direct prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
No model argued against it.
Named alongside
The products named in the same answers as Convert Experiences, over the 86 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Convert Experiences was named but was not.ShowHide
Named alongside
The products named in the same answers as Convert Experiences, over the 86 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Convert Experiences was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Convert Experiences. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 80 of the 86 answers that named Convert Experiences and are not a share of its labels.
Domains cited
convert.comYour site53
contentsquare.com45
webflow.com43
mida.so38
growthbook.io27
kameleoon.com27
abmatic.ai24
guideflow.com24
ringly.io23
geteppo.com22
273 of the 326 domain citations in answers naming Convert Experiences came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
convert.com is not in Google's top ten for any of the category's searches. In the answers, Convert Experiences takes 24% of first choices and VWO takes 27%.ShowHide
Search and answers
convert.com is not in Google's top ten for any of the category's searches. In the answers, Convert Experiences takes 24% of first choices and VWO takes 27%.
ShowHideIn search
Google, US estimatesPosition for “website experimentation and personalization platform”
–
not in the top ten
Position for “best website experimentation and personalization platform”
–
not in the top ten
- Searches for its name, Google
- 50 a month (“convert experiences”)
- AI search demand for its name, est.
- 22 a month
- Organic visits to its site
- about 20,882 a month
- Searches its site ranks for
- 2,398 · 66 in the top three
- Sites linking to it
- 3,762
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
24%
rank 2 of 71 in experimentation
Segment leader
27%
VWO
- First choices
- 23 across its categories
- Named in
- 86 answers
- Its own site cited
- in 80 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on convert.com
2,173
subdomains included
Content
954
counted in the table below
Documentation
530
Product · Integration
10 · 194
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 748 | 18 | 2026-09-21 | SEO, ABM | |
| Glossary or explainer | 113 | 1 | 2026-08-05 | ||
| Comparison | 35 | 5 | 2026-09-03 | SEO | |
| Case study | 30 | 1 | 2026-08-21 | ||
| Template or tool | 10 | 0 | 2026-04-30 | ||
| Conference or event | 8 | 1 | 2026-07-22 | ||
| Webinar or virtual event | 6 | undated | |||
| Report or ebook | 4 | 0 | 2020-11-25 |
Most recent
- 2026-09-21Agency research report 2026 blog
- 2026-09-21Stop using llms for statistics blog
- 2026-09-17Forecast ab test revenue impact blog
- 2026-09-14Why pricing tests fail blog
- 2026-09-07Think like cro pro buse hizarci blog
- 2026-09-03Feature flags vs rollouts vs feature testing comparison
How it is countedHide how it is counted
Every page convert.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as Convert Experiences
What the judge wrote, as written, with how often. The vendor table decides that these count as Convert Experiences; a claim can dispute any of them.
Convert 12Convert.com 4Convert (Convert Experiences) 3Convert.com (Convert Experiences) 3Convert (Convert.com) 1
Follow Convert Experiences
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Convert Experiences is its own company.ShowHide
The company
Convert Experiences is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- privacy-first A/B testing and experimentation platform for mid-market e-commerce brands and CRO agencies
- For
- marketers, CRO agencies, developers, and growth teams
- Price stated
- Plans start at $399 per month. convert.com
- Starting price
- 399 convert.com
- Free plan or trial
- Start 15-Day Free Trial convert.com
- Integrations claimed
- 90 convert.com
- Certifications
- GDPRHIPAAISO 27001SOC 2 Type 2TTDSGBDSGePrivacySOC-2 attested
- Hosting
- Frankfurt, GermanyFrankfurteu-west-1
- Customers named
- Kathryn MuellerROI RevolutionRyan LevanderRednavel ConsultingMike ArchitettoHivelocityDave GowansBrowserToBuyer
What Convert Experiences's own pages state, read September 28, 2026: convert.com, convert.com/pricing, convert.com/security, convert.com/features, convert.com/case-studies. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Convert Experiences's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Convert Experiences, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Convert Experiences by email, built from the raw record of the edition. It shows:
- where Convert Experiences is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Convert Experiences, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.
Badges
Wins only: a badge exists where Convert Experiences is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
Wins only: a badge exists where Convert Experiences is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideConvert Experiences is among the products AI models recommend first in Experimentation and personalization this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.