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Research · September 2026

State of AI Agent Verification 2026: What 93 Verifiable Receipts and 30,710 Tool Calls Show

AI agent verification has a measurement problem: agents claim results and humans have no way to check them. Zambo's answer is the verifiable receipt, a public record of every tool call that pairs the result with a cryptographic hash and a timestamp, served at a permanent URL anyone can open. As of , the platform has processed 30,710 tool calls and published 35,025 public receipts, and in a sampled corpus of 93 receipts spanning September 16 to 25, every single one carries a valid result hash and a public receipt page. That is 100% hash coverage and 100% public receipt coverage across the sample. The reliability harness recorded 5,797 test results across the full 132-tool surface. This page reports the numbers, the method, and what the data actually supports.

93sampled receipts
30,646all-time tool calls
34,949public receipts
5,751reliability results

Checking live platform totals from /api/stats. The receipt composition and rankings remain the supplied 93-receipt sample.

The 93-receipt corpus

The sample is 93 receipts in two files: 53 banked ledger receipts from September 16 to 17, and 40 freshly minted receipts from September 21 to 25. Together they cover a 9-day window and 0.303% of all-time tool calls, so treat this as a sample with full receipts, not a census.

Each receipt carries nine fields: the task, the tool, the input arguments, a result summary, a verifiable hash of the result (result_sha256), a public receipt URL (zambo.dev/run/<id>), a timestamp, a tier, and a source. That schema is identical across all 93 rows. There is no claim-vs-execution field in the schema and no chain-anchoring field in the schema, so this page reports neither: the data does not support those metrics, and they are not invented here.

Tier split

76 standard, 11 teaser, 6 full.

Daily receipt counts

DateReceipts
September 1622
September 1719
September 2112
September 2330
September 243
September 257

Weekly: ISO week 38: 41, ISO week 39: 52.

verifiable receipt
A public record of one AI tool call that includes the input, the result summary, a cryptographic hash of the result, and a timestamp, served at a permanent URL. The hash lets anyone check that the published result matches what the tool returned.
result hash
The sha256 digest of the tool's result, recorded on the receipt as result_sha256. In this corpus every receipt carries one: 93 of 93.

The 10 tools that show up in the receipts

Ranked by receipt count in the 93-receipt corpus:

  1. live_price: 20
  2. provibe_audit: 17
  3. ghost_audit_site: 16
  4. capability_search: 11
  5. zambo_universal: 9
  6. prompt_shield: 6
  7. leadsignal: 6
  8. credithunt: 6
  9. ghost_audit_status: 1
  10. ghost_audit_report: 1

Price lookups and site audits dominate the sample; capability_search shows up 11 times here. In the live platform totals, the all-time leader is capability_search with 3,819 of 30,710 calls (12.4% of all-time calls).

Across the whole platform, the shape is different from the sample. 15,445 calls (50.3% of all-time calls) are classified as work tool calls, meaning calls doing real work rather than discovery or testing.

work tool call
A tool call classified as doing real work for the user, as opposed to discovery, capability search, or test traffic.

Reliability harness results

The platform runs a reliability harness that records test results per tool. As of the last run on , it held 5,797 recorded results across the full 132-tool surface, with coverage marked "full". That means every tool in the catalog has recorded results, not just the popular ones.

reliability coverage
The share of the tool catalog with recorded harness results. The live coverage label and tool count appear in the reliability totals above.

Reading the numbers honestly

Three claims the data supports

  1. Every receipt in the sample is hash-backed and public. 93 of 93 carry a valid result_sha256 and a public receipt page.
  2. Verification is continuous, not one-off. The corpus spans 9 days with calls on 6 of those days, and the reliability harness last ran on 2026-09-25 08:10:05 UTC.
  3. Work traffic is half the platform. 15,445 of 30,710 all-time calls (50.3%) are work tool calls.

Three claims the data does not support

Chain-anchoring shares (the receipt schema has no anchoring fields), claim-vs-execution mismatch rates (no such field exists), and full-population statements (the corpus is 0.304% of all-time calls). This page does not make those claims.

Frequently asked questions

What is a verifiable receipt?

A verifiable receipt is a public record of one AI tool call. It pairs the input and result with a cryptographic hash and a timestamp, served at a permanent URL anyone can open and check. In the September 2026 sample, 93 of 93 receipts carried a valid result hash.

How many AI tool calls has Zambo processed?

The current call total, public receipt total, and work-call count appear in the live totals above, which refresh from Zambo's /api/stats endpoint every 60 seconds.

How fresh is the verification data?

The live totals refresh every 60 seconds from /api/stats. The receipt corpus and receipt rankings remain the supplied September 2026 sample, while the reliability run time and result count are refreshed with the platform totals.

Do the receipts prove what the tool returned?

Each receipt records a sha256 hash of the result, so anyone can check whether the published result matches what the tool returned. The hash does not prove the tool itself was correct; it proves the record has not been altered after the fact.

Can I verify a receipt myself?

Yes. Every receipt in the sample has a public page at a zambo.dev/run/ URL with the result summary, hash, and timestamp. No account is needed.

What can the data not tell me?

The receipt schema has no chain-anchoring fields and no claim-vs-execution fields. The 93-receipt corpus is a sample, not a census. Its percentage of all-time calls changes as the live platform total grows.

Check your own result

Every verification record lives at zambo.dev, where you can run a free call and get your own verifiable receipt in seconds. Try the free tier (20 calls per tool per day, no account) at https://zambo.dev and read the install guide at https://zambo.dev/install?src=research-2026.