IT AI Index

Index › Products › Rework · October 2026 Edition

1 category · Named, not ranked

Rework

3Judge labels

0First choices

0Negative labels

3 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Rework was named 1 time in IT documentation, where Hudu led with 17%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market68 of 92

under the label threshold

Enterprisenot named

No model named it for this buyer.

In it documentation · 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 Rework 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
IT documentation	IT operations and endpoint	0%	68 of 92	0%	1	under 10 labels · led by Hudu at 17%

Movement

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

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

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

Direct2 labelsNone

Paraphrase1 labelNone

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative3 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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 Rework, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rework was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ClickHelp1 of 31Not among the top eight

Twilio1 of 31Not among the top eight

Atera1 of 30Not among the top eight

Delight.ai1 of 30Not among the top eight

Infobip1 of 30Not among the top eight

Lorikeetcx.ai1 of 30Not among the top eight

MessageBird1 of 30Not among the top eight

Plain1 of 30Not among the top eight

Plivo1 of 30Not among the top eight

Siit1 of 30Not 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 Rework. 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 3 of the 3 answers that named Rework and are not a share of its labels.

Domains cited

resources.rework.comYour site3

atera.com1

brevo.com1

brilo.ai1

chatarmin.com1

delight.ai1

f6s.com1

forasoft.com1

getapp.com1

github.com1

Nine of the twelve domain citations in answers naming Rework came from somebody else's page.

Pages cited

atera.com/blog/best-it-documentation-software1

brevo.com/blog/messagebird-alternatives1

brilo.ai/resources/twilio-alternatives1

chatarmin.com/en/blog/twilio-alternatives1

delight.ai/blog/industry/agentic-ai-companies1

f6s.com/software/category/communications-api1

forasoft.com/blog/article/twilio-alternatives-voice-ai1

getapp.com/all-software/it-documentation1

Pages are listed as the models cited them.

Search and answers

rework.com is not in Google's top ten for any of the category's searches. In the answers, Rework takes 0% of first choices and Hudu takes 17%.

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In search

Google, US estimates

Position for “it documentation platform”

–

not in the top ten

Position for “it documentation platforms”

–

not in the top ten

Organic visits to its site: about 12,586 a month
Searches its site ranks for: 6,968 · 46 in the top three
Sites linking to it: 1,161
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on Google

None found in Google's ad transparency records for the US

In answers

This edition

Share of first choices

rank 68 of 92 in IT documentation

Segment leader

17%

Hudu

First choices: 0 across its categories
Named in: 3 answers
Its own site cited: in 3 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

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Addresses on rework.com

4,042

subdomains included

Content

781

counted in the table below

Documentation

Product · Integration

28 · 33

Kind	Pages	Last 90 days	Latest
Report or ebook	315	0	2026-06-12
News or press	182	0	2026-06-06
Comparison	99	4	2026-07-06
Glossary or explainer	97	43	2026-07-20
Blog	60	0	2026-06-12
Case study	13	0	2025-10-01
Template or tool	6	0	2026-05-04
Webinar or virtual event	4	0	2026-06-20
Conference or event	4	0	2026-06-01
Podcast or video	1	1	2026-09-29

Most recent

2026-09-29Podcast producer podcast or video
2026-07-20What is agi glossary or explainer
2026-07-20What is the technological singularity glossary or explainer
2026-07-20What is the ai bubble glossary or explainer
2026-07-20What is the future of ai glossary or explainer
2026-07-20What is quantum ai glossary or explainer

How it is countedHide how it is counted

Every page rework.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.

Follow Rework

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

Rework is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: The Agentic Operating System for business
rework.com
For: business
rework.com
Price stated: No credit card · Free for up to 5 users · 14-day trial rework.com
Starting price: 69 rework.com/pricing
Free plan or trial: Free for up to 5 users · 14-day trial rework.com
Integrations claimed: 100 rework.com/platforms
Certifications: ISO 27001SOC2ISO certifiedSOC2 certified
Customers named: Northwind GroupLumbermartMegachicksBliss HelperDelta DNCEnvirotermEVITJAP Media
Not stated on the pages read: Hosting

What Rework's own pages state, read October 5, 2026: rework.com, rework.com/pricing, rework.com/platforms. 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 Rework'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 Rework, 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 Rework by email, built from the raw record of the edition. It shows:

where Rework 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 Rework, 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.