2 categories · RankedEco
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Stablecoin platforms | Treasury and cash | 9% | 4 of 141 | 7% | 15 | accepted challenger | |
| Expense management | Spend and procurement | 0% | 20 of 54 | 0% | 2 | under 10 labels · led by Ramp at 35% | newNew since September 2026: not ranked then, 0% now. |
Movement
By model
How each model treated Eco across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 1 | 1 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Eco offers multi-rail cross-chain orchestration with 1:1 guaranteed pricing, supporting USDC, USDT, USDG, and PYUSD with sub-minute finality across 15 chains.” Claude Haiku 4.5 · Stablecoin platforms · direct prompt · first choice
“The best stablecoin payments platform for a company with a limited budget is likely to be Eco” Llama 4 Maverick · Stablecoin platforms · budget prompt · first choice
“Top Recommendation for Most Mid-Market Firms: Eco or Stripe Crypto” Qwen 3.7 Flash · Stablecoin platforms · direct prompt · first choice
“I recommend Eco as the top choice” MiniMax M2.5 · Stablecoin platforms · paraphrase prompt · first choice
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.
“BitPay or Eco: Lower fees (0.5–1%), but more merchant checkout than deep B2B.” Grok 4.1 Fast · Stablecoin platforms · direct prompt · soft negative
Named alongside
The products named in the same answers as Eco, over the 45 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Eco was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 45 of the 45 answers that named Eco and are not a share of its labels.
Domains cited
123 of the 168 domain citations in answers naming Eco came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
eco.com ranks first on Google for the category's searches. In the answers, Eco takes 9% of first choices and BVNK takes 23%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 49,500 a month (“eco”)
- AI search demand for its name, est.
- 61,652 a month
- Organic visits to its site
- about 23,236 a month
- Searches its site ranks for
- 1,776 · 154 in the top three
- Sites linking to it
- 2,510
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 8 across its categories
- Named in
- 45 answers
- Its own site cited
- in 45 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
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 154 | 100 | 2026-09-28 | ||
| Blog | 44 | 6 | 2026-09-24 | ||
| Glossary or explainer | 3 | 1 | 2026-09-15 | ||
| Template or tool | 2 | 2 | 2026-09-16 | ||
| Podcast or video | 2 | 2 | 2026-09-17 |
Most recent
- 2026-09-2815787512 ach vs wire transfer 2026 speed cost and when to use each comparison
- 2026-09-2815083161 tokenized stocks vs etfs settlement custody access comparison
- 2026-09-2816500749 fednow vs zelle 2026 real time payment rails compared comparison
- 2026-09-2617190462 bai2 vs mt940 vs camt 053 bank statement formats explained comparison
- 2026-09-2617190474 cash pooling vs notional pooling how corporate treasuries centralize cash comparison
- 2026-09-24Eco powers stargate blog
How it is countedHide how it is counted
Every page eco.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. Read October 5, 2026.
Follow Eco
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
Eco is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The Stablecoin Network That Makes Money Programmable
- For
- Developers and enterprises
- Price stated
- Free to use with no platform fees. Users pay only network gas fees and solver execution fees. eco.com
- Starting price
- 0 eco.com
- Free plan or trial
- Free to use eco.com
- Not stated on the pages read
- Integrations, certifications, hosting, customers
What Eco's own pages state, read October 5, 2026: eco.com. A claimed page can correct any of them.
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 Eco'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 Eco, 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 Eco by email, built from the raw record of the edition. It shows:
- where Eco 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 Eco, 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.