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GTM AI Index
Index › Products › Apache NiFi · October 2026 Edition
1 category · Named, not ranked

Apache NiFi

4Judge labels
0First choices
1Negative labels
3 / 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.
Standing
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Apache NiFi was named 1 time in DMP, where Segment led with 37%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In dmp · 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 Apache NiFi 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Data management platformsGTM data and infrastructure0%104 of 1590%1under 10 labels · led by Segment at 37%goneNot named this edition; 0% in September 2026.

Movement

Since September 2026, Apache NiFi held within the floor in its one category: no change cleared 11 points.

Best category · DMP · by segment

Small businessnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 134 of 161, unchanged
Mid-marketgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked
EnterprisegoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
DMP0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 97 → 104 of 159

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 Apache NiFi across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00101

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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative2 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative4 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 Apache NiFi, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Apache NiFi was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Make3 of 40Not among the top eight
Zapier3 of 40Not among the top eight
Workato2 of 42Not among the top eight
MuleSoft Anypoint Platform2 of 41Not among the top eight
BigQuery2 of 40Not among the top eight
Databricks Lakehouse2 of 40Not among the top eight
Dell Boomi2 of 40Not among the top eight
IBM Db22 of 40Not among the top eight
IBM InfoSphere2 of 40Not among the top eight
Microsoft Power Automate2 of 40Not 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 Apache NiFi. 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 4 of the 4 answers that named Apache NiFi and are not a share of its labels.

Search and answers

nifi.apache.org is not in Google's top ten for any of the category's searches. In the answers, Apache NiFi takes 0% of first choices and Segment takes 37%.
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In search

Google, US estimates
Position for “data management platform for audiences”
–
not in the top ten
Position for “best data management platform for audiences”
–
not in the top ten
Searches for its name, Google
2,900 a month (“apache nifi”)
AI search demand for its name, est.
129 a month
Organic visits to its site
about 3,411 a month
Searches its site ranks for
131 · 54 in the top three
Sites linking to it
2,174
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
0%
rank 104 of 159 in DMP
Segment leader
37%
Segment
First choices
0 across its categories
Named in
4 answers
Its own site cited
in 4 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
Addresses on nifi.apache.org
467
subdomains included
Content
5
counted in the table below
Documentation
4
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Report or ebook5undated
How it is countedHide how it is counted

Every page nifi.apache.org 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. Read September 29, 2026.

Names read as Apache NiFi

What the judge wrote, as written, with how often. The vendor table decides that these count as Apache NiFi; a claim can dispute any of them.
Apache Nifi 1

Follow Apache NiFi

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

Apache NiFi is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
an easy to use, powerful, and reliable system to process and distribute data
Not stated on the pages read
Who it is for, price, starting price, free plan or trial, integrations, certifications, hosting, customers

What Apache NiFi's own pages state, read September 28, 2026: nifi.apache.org, nifi.apache.org/documentation/security. 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 Apache NiFi'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 Apache NiFi, 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 Apache NiFi by email, built from the raw record of the edition. It shows:

  • where Apache NiFi 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 Apache NiFi, 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.
The subscriber app

A verification link goes to your work email; an address at nifi.apache.org is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.