GTM AI Index

Index › Products › Doofinder · October 2026 Edition

1 category · Ranked

Doofinder

80Judge labels

24First choices

5Negative labels

13 / 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

32% in Ecommerce search for small business buyers

Rank 2 of 74 in the mid-market standingaccepted challenger

0 of 14 models made it the first choice on the direct prompt; 0% of its 25 labels there were negative.

What the models named instead of Doofinder →

By buyer segmentA small-business product: leader at small business, not named at enterprise.

Small business1 of 86

under the label threshold

In ecommerce search · 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 Doofinder 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
Ecommerce search and merchandising	Marketing	12%	2 of 74	0%	25	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Doofinder yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Doofinder across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	1	1
Gemini 3.5 Flash	0	2	0	2
Perplexity Sonar	0	1	1	2
Grok 4.1 Fast	0	1	1	2
Mistral Small	1	1	0	2
DeepSeek V4 Flash	0	3	0	3
Llama 4 Maverick	1	0	2	3
Qwen 3.7 Flash	1	1	0	2
Kimi K2	1	0	1	2
GLM 4.7 FlashX	0	1	0	1
MiniMax M2.5	1	0	0	1
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	1	2	1	4

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

Direct11 labels4

Paraphrase13 labels7

Comparative12 labels4not counted in share

Budget-constrained21 labels12

Scale-constrained6 labels1

Negative17 labels9not counted in share

First choiceAlternativeMentionNegative80 labels in all, every segment counted; 24 of the 37 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.

“Doofinder - Offers conversion-focused search with quick-setup AI search for SMB and mid-market, starting at $49/month.” Llama 4 Maverick · Ecommerce search · paraphrase prompt · first choice

“Doofinder appears to be the best ecommerce search and merchandising platform for companies with limited budgets” MiniMax M2.5 · Ecommerce search · budget prompt · first choice

“Doofinder – Best All-Around for SMBs ... public, transparent pricing starting around $35–$49/month” Qwen 3.7 Flash · Ecommerce search · budget prompt · first choice

“Doofinder and Searchanise are the top recommendations for small businesses on a tight budget” Mistral Small · Ecommerce search · budget 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 Doofinder, over the 80 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Doofinder was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Algolia68 of 8012Compare →

Klevu44 of 805Compare →

Bloomreach Discovery39 of 802Compare →

Searchspring35 of 803Compare →

Searchanise33 of 809Not among the top eight

Coveo27 of 803Compare →

Fast Simon24 of 800Not among the top eight

Constructor21 of 801Not among the top eight

Luigi's Box20 of 800Compare →

Clerk.io13 of 800Compare →

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 Doofinder. 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 80 answers that named Doofinder and are not a share of its labels.

Domains cited

guideflow.com58

netguru.com39

zoovu.com36

g2.com34

learn.g2.com33

ringly.io32

clerk.io31

valiantceo.com26

theretailexec.com23

doofinder.comYour site22

312 of the 334 domain citations in answers naming Doofinder came from somebody else's page.

Pages cited

guideflow.com/blog/best-ecommerce-search-software55

netguru.com/blog/ecommerce-search-solutions-product-discovery37

zoovu.com/blog/best-ecommerce-search-engine35

learn.g2.com/best-e-merchandising-software31

valiantceo.com/the-7-best-ecommerce-search-and-discovery-platforms26

ringly.io/blog/searchspring-alternatives25

theretailexec.com/tools/best-ecommerce-search-software23

alhena.ai/blog/best-ecommerce-search-engine21

Pages are listed as the models cited them.

Search and answers

doofinder.com is not in Google's top ten for any of the category's searches. In the answers, Doofinder takes 12% of first choices and Algolia takes 25%.

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In search

Google, US estimates

Position for “best ecommerce search and merchandising platform”

–

not in the top ten

Searches for its name, Google: 480 a month (“doofinder”)
AI search demand for its name, est.: 4 a month
Organic visits to its site: about 32,788 a month
Searches its site ranks for: 8,901 · 228 in the top three
Sites linking to it: 5,409
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

38 ads · 20 text, 15 image, 3 video · 11 shown in the last 30 days

First shown October 2021, as Doofinder, S.L., verified. Ads started 2025-11 to 2026-10: 7 in the year, 31 before. 3 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

12%

rank 2 of 74 in ecommerce search

Segment leader

25%

Algolia

First choices: 24 across its categories
Named in: 80 answers
Its own site cited: in 80 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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

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Addresses on doofinder.com

2,757

subdomains included

Content

488

counted in the table below

Documentation

375

Product · Integration

75 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Blog	385	0	2026-07-05	SEO, Ecommerce
Report or ebook	36	0	2018-10-08	SEO
Comparison	19	0	2026-01-19
Glossary or explainer	19	1	2026-09-22
Case study	12	undated
Conference or event	9	undated
Podcast or video	3	undated
Webinar or virtual event	2	0	2021-03-24
Template or tool	2	0	2023-08-31
News or press	1	undated

Most recent

2026-09-22What is ai product search glossary or explainer
2026-07-05Vector search blog
2026-06-26Ecommerce api integration what it is how it works and where search fits in blog
2026-04-27Findability and discoverability blog
2026-04-10Autocomplete suggestions blog
2026-01-27Ai shopping assistant use cases blog

How it is countedHide how it is counted

Every page doofinder.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. Of its titles that name a category, most name SEO (19); 0 name the category the models place it in. 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 October 5, 2026.

Follow Doofinder

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.

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 Doofinder'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 Doofinder, 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 Doofinder by email, built from the raw record of the edition. It shows:

where Doofinder 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 Doofinder, 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 Doofinder is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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Doofinder is among the products AI models recommend first in Ecommerce search and merchandising 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

Show the code

<a href="https://gtm-ai-index.com/marketing/ecommerce-search-and-merchandising/"><img src="https://gtm-ai-index.com/badges/2026-10/doofinder--ecommerce-search-and-merchandising-wide.svg" alt="Among AI models' top three in Ecommerce search and merchandising, October 2026 Edition, GTM AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Ecommerce search and merchandising standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://gtm-ai-index.com/marketing/ecommerce-search-and-merchandising/"><img src="https://gtm-ai-index.com/badges/2026-10/doofinder--ecommerce-search-and-merchandising-square.svg" alt="Among AI models' top three in Ecommerce search and merchandising, October 2026 Edition, GTM AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Ecommerce search and merchandising standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://gtm-ai-index.com/marketing/ecommerce-search-and-merchandising/"><img src="https://gtm-ai-index.com/badges/2026-10/doofinder--ecommerce-search-and-merchandising-compact.svg" alt="Among AI models' top three in Ecommerce search and merchandising, October 2026 Edition, GTM AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Ecommerce search and merchandising standing, where the claim can be checked.

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.