Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 20 → 19 of 65
9 categories · RankedBloomreach
67Judge labels
0First choices
4Negative labels
14 / 14Models named it
9Categories
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
0% in CDP for small business buyers
Rank 16 of 61 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 8 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business19 of 78
0%12 labels
accepted challenger
Mid-market16 of 61
0%8 labels
under the label threshold
Enterprise17 of 52
0%5 labels
under the label threshold
In cdp · 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 Bloomreach 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 |
|---|---|---|---|---|---|---|---|
| Customer data platforms | GTM data and infrastructure | 0% | 16 of 61 | 0% | 8 | under 10 labels · led by Segment at 49% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 42 of 142 | 0% | 4 | under 10 labels · led by Amplitude at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Ecommerce marketing | Marketing | 0% | 21 of 115 | 0% | 4 | under 10 labels · led by HubSpot Marketing Hub at 38% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data management platforms | GTM data and infrastructure | 0% | 45 of 159 | 0% | 3 | under 10 labels · led by Segment at 37% | newNew since September 2026: not ranked then, 0% now. |
| Email marketing platforms | Marketing | 0% | 30 of 66 | 0% | 2 | under 10 labels · led by HubSpot Marketing Hub at 35% | newNew since September 2026: not ranked then, 0% now. |
| Experimentation and personalization | Marketing | 0% | 28 of 71 | 0% | 2 | under 10 labels · led by VWO at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| SMS and WhatsApp marketing platforms | Marketing | 0% | 36 of 111 | 0% | 2 | under 10 labels · led by Customer.io at 17% | |
| Conversational marketing platforms | Marketing | 0% | 61 of 87 | 0% | 1 | under 10 labels · led by Tidio at 13% | |
| Mobile marketing and push | Marketing | 0% | 38 of 80 | 0% | 1 | under 10 labels · led by OneSignal at 45% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Bloomreach held within the floor in all nine categories: no change cleared 11 points.
Best category · CDP · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 11 → 15 of 57
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 19 → 17 of 49
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| CDP | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 16 of 61 |
| Customer intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 92 → 42 of 142 |
| Ecommerce marketing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 18 → 21 of 115 |
| DMP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 45 of 159, unchanged |
| Email marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 30 of 66, unchanged |
| Experimentation | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 31 → 28 of 71 |
| SMS & WhatsApp | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 111, unchanged |
| Conversational mktg | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 61 of 87, unchanged |
| Mobile & push | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 45 → 38 of 80 |
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 Bloomreach 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 Bloomreach 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 | 1 | 1 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 3 | 0 | 3 |
| Grok 4.1 Fast | 0 | 0 | 3 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 3 | 3 | 0 | 6 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 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
Direct8 labelsNone
Paraphrase4 labelsNone
Comparative30 labels1not counted in share
Budget-constrained3 labelsNone
Scale-constrained13 labelsNone
Negative9 labelsNone
First choiceAlternativeMentionNegative67 labels in all, every segment counted; 0 of the 1 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.
“Bloomreach for AI-powered omnichannel personalization” Claude Haiku 4.5 · SMS & WhatsApp · comparative prompt · first choice
“Bloomreach - a platform that combines SMS, WhatsApp, and RCS messaging with email, web personalization, ads, and product discovery.” Llama 4 Maverick · SMS & WhatsApp · paraphrase prompt · alternative
“Highly powerful engines designed for complex omnichannel campaigns, real-time personalization, and unified customer profiles.” Gemini 3.5 Flash · Ecommerce marketing · scale prompt · alternative
“Bloomreach Engagement targets mid-market to enterprise retailers and consumer brands that need AI-powered personalization” Claude Haiku 4.5 · Mobile & push · comparative 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.
No model argued against it.
Named alongside
The products named in the same answers as Bloomreach, over the 67 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bloomreach was named but was not.ShowHide
Named alongside
The products named in the same answers as Bloomreach, over the 67 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bloomreach 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 Bloomreach. 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 63 of the 67 answers that named Bloomreach and are not a share of its labels.
Domains cited
cdp.com21
g2.com20
brevo.com19
bloomreach.comYour site16
elogic.co14
klaviyo.com14
forbes.com12
guideflow.com12
maestra.io12
nvecta.com12
136 of the 152 domain citations in answers naming Bloomreach came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
bloomreach.com is not in Google's top ten for any of the category's searches. In the answers, Bloomreach takes 0% of first choices and Segment takes 49%.ShowHide
Search and answers
bloomreach.com is not in Google's top ten for any of the category's searches. In the answers, Bloomreach takes 0% of first choices and Segment takes 49%.
ShowHideIn search
Google, US estimatesPosition for “customer data platform”
–
not in the top ten
Position for “best customer data platform”
–
not in the top ten
- Searches for its name, Google
- 3,600 a month (“bloomreach”)
- AI search demand for its name, est.
- 138 a month
- Organic visits to its site
- about 90,056 a month
- Searches its site ranks for
- 6,283 · 469 in the top three
- Sites linking to it
- 8,025
- Paid Google search
- 23 searches its ads show for, about 243 clicks and $8,272 a month (estimate)
In answers
This editionShare of first choices
0%
rank 16 of 61 in CDP
Segment leader
49%
Segment
- First choices
- 0 across its categories
- Named in
- 67 answers
- Its own site cited
- in 63 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 bloomreach.com
3,241
subdomains included
Content
27
counted in the table below
Documentation
1,909
Product · Integration
516 · 9
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 8 | 0 | 2023-10-06 | ||
| Glossary or explainer | 8 | 0 | 2020-08-05 | ||
| Comparison | 6 | 0 | 2023-05-25 | ||
| Template or tool | 3 | 0 | 2020-03-30 | ||
| Webinar or virtual event | 1 | 0 | 2021-11-17 | ||
| News or press | 1 | 0 | 2026-06-29 |
Most recent
How it is countedHide how it is counted
Every page bloomreach.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 Bloomreach
What the judge wrote, as written, with how often. The vendor table decides that these count as Bloomreach; a claim can dispute any of them.
Bloomreach Engagement 3Bloomreach/Insider 1
Follow Bloomreach
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
Bloomreach is its own company.ShowHide
The company
Bloomreach is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The AI Platform for Personalization
- For
- businesses
- Free plan or trial
- No commitment — see Loomi AI on your use case first. bloomreach.com
- Integrations claimed
- 175 bloomreach.com
- Customers named
- Benefit CosmeticsPopeyes UKOn the BeachHMVNew York Pizza260 Sample Sale
- Not stated on the pages read
- Price, starting price, certifications, hosting
What Bloomreach's own pages state, read September 28, 2026: bloomreach.com, trust.bloomreach.com. 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 Bloomreach'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 Bloomreach, 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 Bloomreach by email, built from the raw record of the edition. It shows:
- where Bloomreach 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 Bloomreach, 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.