| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| EDI platforms | Data platform | 32% | 1 of 93 | 19% | 62 | endorsed leader |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 3 | 1 | 0 | 1 | 5 |
| Gemini 3.5 Flash | 3 | 1 | 0 | 2 | 6 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.1 Fast | 2 | 1 | 1 | 1 | 5 |
| Mistral Small | 0 | 2 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 2 | 5 |
| Llama 4 Maverick | 2 | 0 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 2 | 2 | 1 | 0 | 5 |
| GLM 4.7 FlashX | 1 | 3 | 1 | 1 | 6 |
| MiniMax M2.5 | 1 | 4 | 0 | 0 | 5 |
| GPT-6 Luna | 3 | 0 | 0 | 1 | 4 |
| Muse Glimmer 30B | 2 | 2 | 0 | 1 | 5 |
Verbatim evidence the judge attached to positive labels.
“Start with TrueCommerce if you want a straightforward, EDI-focused solution with strong mid-market pricing and ERP integration.” Kimi K2 · EDI · paraphrase prompt · first choice
“I'd recommend starting the conversation with TrueCommerce (if you want a full-service VAN) or Cleo Integration Cloud” MiniMax M2.5 · EDI · paraphrase prompt · first choice
“TrueCommerce is widely considered the gold standard for mid-market wholesale, distribution, and manufacturing companies.” Gemini 3.5 Flash · EDI · direct prompt · first choice
“If I had to pick a starting point for a typical mid-market company with a lean IT team, I'd evaluate TrueCommerce first” GPT-6 Luna · EDI · direct prompt · first choice
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.
“users criticize poor customer support with delays, communication issues, and unknowledgeable techs impacting project efficiency” Muse Glimmer 30B · EDI · negative prompt · hard negative
“Be cautious with SPS Commerce and TrueCommerce (including B2BGateway), based on consistent user complaints” Grok 4.1 Fast · EDI · negative prompt · hard negative
“### TrueCommerce - Mixed reviews but significant concerns” GLM 4.7 FlashX · EDI · negative prompt · hard negative
“Implementation "Scope Creep": Users regularly complain that implementation takes far longer and costs significantly more than initial sales quotes suggested.” Gemini 3.5 Flash · EDI · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 146 of the 152 answers that named TrueCommerce EDI and are not a share of its labels.
615 of the 671 domain citations in answers naming TrueCommerce EDI came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 590 | 16 | 2026-09-24 | ||
| Comparison | 61 | 15 | 2026-09-16 | ||
| Glossary or explainer | 32 | 4 | 2026-09-18 | ||
| Conference or event | 7 | 3 | 2026-07-29 | ||
| Template or tool | 3 | 3 | 2026-09-16 | ||
| News or press | 3 | 0 | 2025-12-10 | ||
| Case study | 2 | 0 | 2026-06-11 |
Every page truecommerce.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.
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.
What TrueCommerce EDI's own pages state, read October 5, 2026: truecommerce.com, truecommerce.com/products, truecommerce.com/blog/topic/customers, truecommerce.com/integrations. A claimed page can correct any of them.
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 TrueCommerce EDI'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 TrueCommerce EDI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for TrueCommerce EDI by email, built from the raw record of the edition. It shows:
AI models recommend TrueCommerce EDI first in EDI platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.