Every category where a model named HoneyBook 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
Client onboarding platforms	Customer	0%	16 of 104	11%	9	under 10 labels · led by Rocketlane at 47%
Customer data platforms	GTM data and infrastructure	0%	49 of 61	0%	1	under 10 labels · led by Segment at 49%	newNew since September 2026: not ranked then, 0% now.
Meeting scheduling	Sales	0%	29 of 58	0%	1	under 10 labels · led by Calendly at 36%

Movement

This is the first edition on this tier, so no move can be computed for HoneyBook 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 HoneyBook across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	0	0	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.20	0	1	0	1
Mistral Small	1	1	0	2
DeepSeek V4 Flash	2	0	0	2
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	1	0	0	1
GPT-6 Luna	1	0	1	2
Muse Glimmer 30B	1	1	0	2

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

Direct1 label1

Paraphrase2 labelsNone

Comparative13 labels6not counted in share

Budget-constrained12 labels1

Scale-constrained0 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative32 labels in all, every segment counted; 2 of the 8 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.

“HoneyBook starts at $19/month and features beautiful design, is easy to set up, and is great for simple onboarding flows” Claude Haiku 4.5 · Client onboarding · budget prompt · alternative

“Choose HoneyBook or Dubsado for simple, affordable onboarding and client management.” DeepSeek V4 Flash · Client onboarding · comparative prompt · alternative

“HoneyBook Starter may be a better fit; it's listed at $29/month with annual billing” GPT-6 Luna · Client onboarding · budget prompt · alternative

“HoneyBook – If you want an all-in-one solution (onboarding + invoices + contracts)” MiniMax M2.5 · Client onboarding · budget prompt · alternative

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.

“HoneyBook or Dubsado for healthcare workflows involving protected health information (PHI). Both vendors say their products are not HIPAA-compliant” GPT-6 Luna · Client onboarding · negative prompt · soft negative

Named alongside

The products named in the same answers as HoneyBook, over the 32 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and HoneyBook was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Rocketlane12 of 324Not among the top eight

Dock12 of 321Not among the top eight

ClickUp11 of 324Not among the top eight

Dubsado11 of 321Not among the top eight

Bonsai9 of 322Not among the top eight

PandaDoc8 of 323Not among the top eight

GUIDEcx7 of 321Not among the top eight

Zite7 of 320Not among the top eight

Moxo5 of 321Not among the top eight

Better Proposals5 of 320Not among the top eight

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 HoneyBook. 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 31 of the 32 answers that named HoneyBook and are not a share of its labels.

Domains cited

clickup.com14

zite.com14

g2.com11

assembly.com10

honeybook.comYour site9

getapp.com8

guideflow.com6

thedigitalprojectmanager.com6

touchstay.com6

userpilot.com6

Eighty-one of the ninety domain citations in answers naming HoneyBook came from somebody else's page.

Pages cited

zite.com/blog/client-onboarding-software13

clickup.com/blog/client-onboarding-software11

zite.com/blog/customer-onboarding-software10

assembly.com/blog/client-onboarding-software9

getapp.com/all-software/client-onboarding7

honeybook.com/pricing6

touchstay.com/blog/client-onboarding-software6

userpilot.com/blog/customer-onboarding-software6

Pages are listed as the models cited them.

Search and answers

honeybook.com is not in Google's top ten for any of the category's searches. In the answers, HoneyBook takes 0% of first choices and Rocketlane takes 47%.

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In search

Google, US estimates

Position for “client onboarding platform”

–

not in the top ten

Position for “best client onboarding platform”

–

not in the top ten

Searches for its name, Google: 49,500 a month (“honeybook”)
AI search demand for its name, est.: 558 a month
Organic visits to its site: about 40,090 a month
Searches its site ranks for: 8,437 · 223 in the top three
Sites linking to it: 17,933
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

116+ ads · 114 text, 2 video · 116 shown in the last 30 days

First shown October 2022, as Honeybook Inc, verified. Ads started 2025-11 to 2026-10: 3 in the year, 113 before. 4 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 16 of 104 in client onboarding

Segment leader

47%

Rocketlane

First choices: 2 across its categories
Named in: 32 answers
Its own site cited: in 31 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 honeybook.com

3,939

subdomains included

Content

1,020

counted in the table below

Documentation

2,583

Product · Integration

14 · 38

Kind	Pages	Last 90 days	Latest
Template or tool	449	0	2026-06-09
Blog	415	undated
Comparison	55	undated
Glossary or explainer	29	3	2026-09-28
Report or ebook	26	0	2025-01-23
News or press	23	undated
Conference or event	14	1	2026-08-17
Webinar or virtual event	7	0	2026-03-09
Case study	1	0	2024-01-10
Podcast or video	1	undated

Most recent

2026-09-2810148874 getting started guide automations 2 0 glossary or explainer
2026-08-1713776128 accept in person payments with tap to pay conference or event
2026-08-0710179787 integrate with flodesk glossary or explainer
2026-07-2310149122 how to automatically trigger actions leading up to a project date glossary or explainer
2026-06-0911253377 getting started checklist template or tool
2026-03-12Honeybook march 2026 updates in person payments smarter files and project organization 6444 conference or event

How it is countedHide how it is counted

Every page honeybook.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 HoneyBook

What the judge wrote, as written, with how often. The vendor table decides that these count as HoneyBook; a claim can dispute any of them.

HoneyBook Starter 1

Follow HoneyBook

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

HoneyBook is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI-powered client relationship platform
honeybook.com
For: small businesses
honeybook.com
Price stated: Starter $29/month (billed yearly), $36/month (billed monthly); Essentials $49/month (billed yearly), $59/month (billed monthly); Premium $109/month (billed yearly), $129/month (billed monthly) honeybook.com
Starting price: 29 honeybook.com
Free plan or trial: All plans start with a free trial. No credit card required. Try free for 30 days. honeybook.com
Integrations claimed: 10 honeybook.com/pricing
Certifications: PCI DSS 4.0.1CCPA
Hosting: USCAGBAUU.S.CanadaUKAustralia
Customers named: Tiffany T.Troy & OrlandoIngrid U.Jody H.Penny M.Jayne B.EmiLee Hartman

What HoneyBook's own pages state, read October 5, 2026: honeybook.com, honeybook.com/pricing, trust.honeybook.com, honeybook.com/product/ai, honeybook.com/templates/partners. 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 HoneyBook'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 HoneyBook, 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 HoneyBook by email, built from the raw record of the edition. It shows:

where HoneyBook 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 HoneyBook, 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.