Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked
1 category · RankedComarch Loyalty Management
15Judge labels
1First choices
2Negative labels
8 / 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
2% in Loyalty for enterprise buyers
Rank 75 of 110 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 1 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market75 of 110
0%1 label
under the label threshold
Enterprise11 of 104
2%14 labels
accepted challenger
In loyalty · 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 Comarch Loyalty Management 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 |
|---|---|---|---|---|---|---|---|
| Loyalty, advocacy and referrals | Marketing | 0% | 75 of 110 | 0% | 1 | under 10 labels · led by Smile.io at 26% | =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, Comarch Loyalty Management held within the floor in its one category: no change cleared 11 points.
Best category · Loyalty · 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 78 → 73 of 106
Enterprise▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 27 → 11 of 99
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Loyalty | 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 78 → 75 of 110 |
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 Comarch Loyalty Management 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 Comarch Loyalty Management 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 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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
Direct4 labelsNone
Paraphrase0 labelsNone
Comparative5 labels1not counted in share
Budget-constrained3 labels1
Scale-constrained1 labelNone
Negative2 labelsNone
First choiceAlternativeMentionNegative15 labels in all, every segment counted; 1 of the 2 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 Comarch Loyalty Management, over the 15 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Comarch Loyalty Management was named but was not.ShowHide
Named alongside
The products named in the same answers as Comarch Loyalty Management, over the 15 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Comarch Loyalty Management 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 Comarch Loyalty Management. 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 15 of the 15 answers that named Comarch Loyalty Management and are not a share of its labels.
Domains cited
openloyalty.io15
voucherify.io13
talon.one9
guideflow.com8
g2.com5
gitnux.org5
gtm-ai-index.com5
exchangesolutions.com4
growsurf.com4
opia.com4
Seventy-two of the seventy-two domain citations in answers naming Comarch Loyalty Management came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
comarch.com is not in Google's top ten for any of the category's searches. In the answers, Comarch Loyalty Management takes 0% of first choices and Smile.io takes 26%.ShowHide
Search and answers
comarch.com is not in Google's top ten for any of the category's searches. In the answers, Comarch Loyalty Management takes 0% of first choices and Smile.io takes 26%.
ShowHideIn search
Google, US estimatesPosition for “customer loyalty and referral platform”
–
not in the top ten
Position for “best customer loyalty and referral platform”
–
not in the top ten
- Searches for its name, Google
- 20 a month (“comarch loyalty management”)
- AI search demand for its name, est.
- 0 a month
- Organic visits to its site
- about 6,441 a month
- Searches its site ranks for
- 2,906 · 75 in the top three
- Sites linking to it
- 5,046
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 75 of 110 in loyalty
Segment leader
26%
Smile.io
- First choices
- 1 across its categories
- Named in
- 15 answers
- Its own site cited
- in 15 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 comarch.com
6,353
subdomains included
Content
3,997
counted in the table below
Documentation
25
Product · Integration
37 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 1,641 | 16 | 2026-09-28 | ||
| Blog | 975 | 10 | 2026-09-22 | ||
| Conference or event | 920 | 6 | 2026-10-14 | ||
| Case study | 181 | 0 | 2013-06-24 | ||
| Report or ebook | 119 | 1 | 2026-09-21 | ||
| Webinar or virtual event | 71 | 0 | 2026-01-26 | ||
| Glossary or explainer | 43 | 0 | 2026-03-20 | ||
| Podcast or video | 31 | 0 | 2026-05-28 | ||
| Comparison | 14 | 1 | 2026-07-30 | ||
| Template or tool | 2 | undated |
Most recent
- 2026-10-14The forecourt changed did your loyalty program conference or event
- 2026-10-14Conferences and seminars conference or event
- 2026-09-29Catch comarch at loma loyalty congress mexico 2026 conference or event
- 2026-09-28Combining sports with social responsibility to support the raknroll foundation news or press
- 2026-09-25Stop building alone comarch launches the partner knowledge hub to rewire the global loyalty ecosystem news or press
- 2026-09-23Ai gamification and the everyday bank loyaltys next chapter in asean conference or event
Events in person
Last twelve months
- September 30, 2026Beyond Points: Artificial Intelligence and the New Loyalty in MexicoREWARDS Stage · spoke
- September 29, 2026 to September 30, 2026Catch Comarch at LOMA Loyalty Congress Mexico 2026WTC Mexico City, Mexico City · exhibited
- September 8, 2026 to September 9, 2026Comarch Hits the 2026 International Leaders in Loyalty SummitMarriott Crystal Towers, Cape Town, South Africa · sponsored
- June 16, 2026 to June 18, 2026Comarch at NACS Convenience Summit Europe 2026Warsaw, Poland · sponsored
- December 10, 2025 to December 11, 2025Telecom Review Leaders’ Summit 2025Dubai, UAE · sponsored
As the event pages on comarch.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page comarch.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 Comarch Loyalty Management
What the judge wrote, as written, with how often. The vendor table decides that these count as Comarch Loyalty Management; a claim can dispute any of them.
Comarch Loyalty 1
Follow Comarch Loyalty Management
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
Comarch is the company behind Comarch Loyalty Management.ShowHide
The company
Comarch is the company behind Comarch Loyalty Management.
ShowHideOn record
Wikidata- Website
- comarch.com
- Headquarters
- Kraków, Poland
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
In its own words
Stated by the vendor, not checked- Positioning
- Improving customer loyalty in the Cloud
- Customers named
- BP GLOBALHeathrow AirportJetblue Airways
- Not stated on the pages read
- Who it is for, price, starting price, free plan or trial, integrations, certifications, hosting
What Comarch Loyalty Management's own pages state, read October 5, 2026: comarch.com, comarch.com/esef/pricing, comarch.com/trade-and-services/ict/knowledge/security, comarch.com/healthcare/products, comarch.com/customers. 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 Comarch Loyalty Management'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 Comarch Loyalty Management, 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 Comarch Loyalty Management by email, built from the raw record of the edition. It shows:
- where Comarch Loyalty Management 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 Comarch Loyalty Management, 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.