22%
carry no documented cost caveat in our reviewed corpus of 513 tools
In Report 01 (edition 2026-10-07), 22% of 513 hand-researched business tools carry no documented cost caveat beyond the sticker price. That counts caveats we found on the pricing pages; it does not show the price is complete.
In Report 01 (edition 2026-10-07), 22% of 513 hand-researched business tools carry no documented cost caveat beyond the sticker price. That counts caveats we found on the pricing pages; it does not show the price is complete. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
78%
carries at least one documented cost caveat
78% of 513 researched business tools carry at least one documented cost caveat — usage meters, per-seat scaling, paid add-ons, lock-ins or hidden pricing.
78% of 513 researched business tools carry at least one documented cost caveat — usage meters, per-seat scaling, paid add-ons, lock-ins or hidden pricing. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
46%
meters usage on top of the subscription
46% of 513 researched business tools meter usage on top of the subscription (credits, overages or percentage fees).
46% of 513 researched business tools meter usage on top of the subscription (credits, overages or percentage fees). Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
24%
charges per seat
24% of 513 researched business tools scale their price with every user added.
24% of 513 researched business tools scale their price with every user added. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
27%
sells key features as paid add-ons
In 27% of 513 researched business tools, key features are paid add-ons on top of the plan.
In 27% of 513 researched business tools, key features are paid add-ons on top of the plan. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
6%
publishes no usable price at all
6% of 513 researched business tools publish no usable public price — a quote or sales call is required.
6% of 513 researched business tools publish no usable public price — a quote or sales call is required. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
22%
requires an annual commitment for the advertised price
22% of 513 researched business tools only offer their advertised price with an annual (or longer) commitment.
22% of 513 researched business tools only offer their advertised price with an annual (or longer) commitment. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
34%
has a genuinely free tier
34% of 513 researched business tools offer a genuinely free tier — a real plan, not a trial.
34% of 513 researched business tools offer a genuinely free tier — a real plan, not a trial. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/research/saas-pricing-transparency-2026/
513
hand-researched pricing dossiers
The AIBM research corpus covers 513 hand-researched business-tool pricing dossiers, each cost-trap flag backed by an evidence sentence.
The AIBM research corpus covers 513 hand-researched business-tool pricing dossiers, each cost-trap flag backed by an evidence sentence. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/atlas/
14
award winners — zero pay-to-play
The Honest Software Awards 2026 name 14 winners, drawn from researched dossiers; vendors cannot apply or pay.
The Honest Software Awards 2026 name 14 winners, drawn from researched dossiers; vendors cannot apply or pay. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/awards/
245+
pricing pages snapshotted monthly
Since July 2026, AIBM snapshots every monitored SaaS pricing page monthly and archives receipts, so price changes are documented with evidence.
Since July 2026, AIBM snapshots every monitored SaaS pricing page monthly and archives receipts, so price changes are documented with evidence. Source: AIBuilder Marketplace (October 2026), https://aibuildermarketplace.com/pricewatch/