Editorial policy: how we review
How GuidePebble researches product facts, compares options, handles affiliate relationships, and uses AI-generated editorial illustrations.
Last updated: October 23, 2026.
Start with a useful question
We select products and topics that help readers make a specific decision. Inclusion is not an endorsement, a safety certification, or evidence of earnings. Our audience is primarily in the United States; availability and eligibility can still vary by provider.
Research and verification
We prioritize official product pages, pricing pages, documentation, help centers, and terms. Product profiles and comparisons identify their sources and the dates those sources were checked. Where available, individual facts include their own source, check date, verification status, and qualifications.
A source-check date records when information was reviewed, not a guarantee that it remains unchanged. Paid prices, free limits, payout methods, fees, and eligibility can change. Check the provider's current terms before acting. Unknown details remain unspecified; conflicting official statements are identified rather than silently resolved. Unpublished records stay out of public pages and the sitemap.
Research is different from hands-on testing
Our current profiles and comparisons are based on documented sources and editorial analysis. We have not personally measured product performance, completed withdrawals, or benchmarked AI models for these pages. Provider claims are attributed to their sources, not presented as our own test results. Any future hands-on report should identify its method, date, and limitations.
Comparisons and recommendations
We compare relevant facts on a consistent basis, then explain which characteristics may suit different users. A recommendation is conditional on the task and documented constraints. We do not invent ratings, testimonials, earnings estimates, withdrawal proof, or author credentials.
Commercial relationships
Affiliate links are labeled near the offer and can earn GuidePebble a commission. Compensation does not purchase a positive conclusion or determine an editorial ranking. Sponsored placements, if introduced, must be clearly labeled and separate from editorial recommendations. See the affiliate disclosure.
Illustrations, logos, and screenshots
We use AI-generated editorial illustrations and original programmatic graphics to explain topics and distinguish pages. Comparison artwork may combine these illustrations with authentic product logos and readable names. These conceptual images are not product screenshots, withdrawal evidence, or proof of hands-on testing. Third-party logos identify their owners and are not generated by AI.
An illustration does not verify a claim; the written explanation and cited sources do that work. We do not fabricate product interfaces. Any genuine screenshot used in future coverage should be identified accurately and must not expose private account information.
Calculators
Calculators disclose formulas, examples, and relevant assumptions. Reward-related estimates are hypothetical calculations from the visitor's inputs, not predictions of available work, eligibility, or guaranteed earnings.
Updates and corrections
We update information when new sources or reported corrections warrant it; we do not promise a fixed review schedule. Send the page URL, the disputed detail, and a supporting source to [email protected] or use our contact form. We assess the report against the available evidence.