Lightspeed
Listed in the vendor table for CPQ and Loyalty and 2 more. Not named in any of the 336 answers those categories produced in the November 2026 Edition: fourteen models, six prompts per category and segment, every question asked three times, on behalf of a small B2B company, a mid-market B2B company and an enterprise B2B company, with every standing computed within one segment.
Standing
Not named in 336 answers
Absence in a measured set of answers is a finding, not a verdict: it says the models did not reach for Lightspeed when asked these questions this month. The products they named instead are listed by category below.
By buyer segment
The same categories asked on behalf of a different buyer. Each share and rank is computed within its segment; the columns sit side by side and are never added together.
| Category | Small business | Mid-market | Enterprise |
|---|---|---|---|
| Order management systems | 0% · 30 of 125 2 labels | not named | not named |
| Loyalty, advocacy and referrals | 0% · 91 of 121 1 label | not named | not named |
| Pricing optimization | 0% · 44 of 113 1 label | not named | not named |
| CPQ | 0% · 66 of 87 1 label | not named | not named |
Where it was not named
Each category Lightspeed belongs to, the answers collected there, and who the models named first instead.
| Category | Function | Named in | Named instead, first-choice share |
|---|---|---|---|
| CPQ | Revenue operations | 0 of 84 | DealHub 51% · PandaDoc 13% · Ploomes CRM 6% |
| Loyalty, advocacy and referrals | Marketing | 0 of 84 | Referral Rock 21% · Referral Factory 19% · Smile.io 19% |
| Order management systems | Revenue operations | 0 of 84 | Zoho Inventory 19% · Brightpearl 17% · Cin7 Omni 12% |
| Pricing optimization | Revenue operations | 0 of 84 | Pricefx 49% · Prisync 19% · Zilliant 6% |
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The measured results on this page stay as measured. The part from Lightspeed's own site, its card links and what it states, is the vendor's to correct. Claiming is free on every plan, with a sign-in at the product's own domain.