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Tools and prices2 min read

How Scopeful verifies every price

Every number on this site has a date, a human, and a source URL attached to it. Here is the process, the refresh cadence, and the places where even careful verification still struggles.

By Igor Gridel

Archviz artist, founder of Scopeful

Prices as of Apr 10, 2026

Topics
  1. Short version
  2. The weekly cycle
  3. What we check, in order
  4. Where verification still struggles
  5. What this costs us, and why it is the product
  6. Questions

Prices change. This post is from April 2026. Check the tool’s own pricing page before you buy.

Short version

  1. Every price on Scopefull is verified by a human, not scraped from pricing pages
  2. A weekly Monday pass checks monthly prices, annual discounts, credit allotments, and resolution tiers
  3. Known gaps include hidden minimums, fair-use caps on unlimited plans, and regional pricing differences
  4. The last-verified timestamp reflects the most recent check, whether or not any price changed
  5. Users can submit corrections via the Report a Price link, faster than the weekly cycle

Most AI-tool directories scrape pricing pages on a schedule, render whatever their parser extracted, and move on. That approach is fast and indefensibly wrong. Pricing pages change their markup, their layout, their entire taxonomy, and the scraper silently publishes yesterday's numbers as this week's reference.

Scopeful does not scrape. Every price on this site was last touched by a human, and every tool carries a visible "last verified" date.

The weekly cycle

Every Monday morning a person, currently just one, opens each tool's pricing page, compares the monthly and annual totals against the values already in the database, and updates anything that has shifted. The "last verified" timestamp on each tool reflects the most recent pass, whether or not any number actually changed.

What we check, in order

Plan monthly price. Plan annual price and whether the discount is real. Credit or generation allotment per plan. Per-generation cost for pay-per-use tools. The access types each plan unlocks, because some tools quietly gate API access behind higher tiers. Resolution tiers and which plans cover which tiers.

Where verification still struggles

Hidden minimums. A tool might quote a per-generation price that only applies after you purchase a minimum credit bundle, and the bundle is mentioned two paragraphs below the headline number.

Fair-use caps. "Unlimited" plans almost always have a soft cap. Some are documented, most are not. Scopeful flags documented caps and notes when a plan is unlimited-with-an-asterisk.

Regional pricing. A few tools charge different amounts in different currencies that do not match a straight conversion. We publish the USD list price and note when the local price is materially different.

Staleness at the edges. A price changed on a Tuesday will be up to six days old on Scopeful before the next Monday pass. If you see a stale date on a tool you rely on, the "Report a price" link in the footer updates the database faster than the weekly cycle.

What this costs us, and why it is the product

Doing this by hand does not scale past a few dozen tools. That is intentional. The value of Scopeful is not breadth, it is the guarantee that every number you see was looked at by someone who cared whether it was correct. The tools we track are the ones that matter for the work. The numbers we publish are the ones you can plan a budget against.

Questions

How does Scopefull verify pricing data?
Every Monday, a person manually opens each tool's pricing page, compares monthly and annual prices against the database, and updates any changes. The process covers plan prices, credit allotments, resolution tiers, and access-type gating.
How often is pricing data updated?
Scopefull runs a full verification pass every Monday. If a vendor changes a price mid-week, it can be up to 6 days stale. Users can submit corrections via the Report a Price link for faster updates.
Does Scopefull scrape pricing pages?
No. Scopefull does not scrape. Every price was last touched by a human who checked it against the vendor's pricing page and confirmed its accuracy.
What pricing details does Scopefull check beyond the monthly price?
The verification covers monthly price, annual price and whether the discount is real, credit or generation allotments per plan, per-generation costs for pay-per-use tools, access types each plan unlocks, and resolution tiers per plan.
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