Verify a Marketing AI Tool Profile

Tool directory becomes useful when every record shows evidence state. Logo, tagline, and feature list copied from vendor page create marketing inventory, not independent index.

Inputs#

• Canonical product URL
• Official documentation
• Public pricing page
• Public API or integration documentation
• Maintainer and submitter affiliations
• Defined test task, when observed evidence is claimed

1. Define profile scope#

State exact job profile helps evaluate. "AI marketing platform" is too broad. "Turns approved brief into editable email series" can be checked.

Define:

• Target user
• Marketing job
• Required input
• Expected output
• Human approval points
• Data access and action permissions

2. Record official claims#

Official documentation supports vendor-documented status. It does not prove speed, quality, reliability, or superiority.

Store claim with source URL and verification date:

statement: Product exposes public API
source_type: official-documentation
status: vendor-documented
verified_at: 2026-08-10

3. Run bounded test#

Observed result requires reproducible task:

• Fixed input
• Account tier
• Product or model version
• Date and region
• Expected success condition
• Raw output or trace

Do not turn one successful run into universal capability claim.

4. Build claim ledger#

Use five visible states:

5. Review conflicts#

Disclose contributor relationship: maker, employee, investor, partner, customer, affiliate, or none. Affiliated profiles use same fields and require unaffiliated review when practical.

Publish gate#

Profile ships only when canonical URL, material claims, source types, verification dates, affiliation, and correction path are present.

Failure modes#

• Vendor marketing copy presented as editorial conclusion
• Pricing without check date
• Integration logo treated as working integration
• Beta access presented as general availability
• Unpublished test result converted into ranking
• Maintainer-affiliated product receives featured placement