AdRiseLab helps review Meta ad performance and turn findings into the next creative brief. A declining metric is a reason to investigate. It is not a guarantee that the creative has fatigued or that a replacement will improve ROAS.
Start with connected-account evidence
Connect the relevant Meta account and inspect comparable reporting windows. Record spend, delivery, CTR, frequency, conversions and conversion value using consistent definitions. Check attribution delays and changes to the offer, budget or measurement before interpreting a decline.
The AI Media Buyer combines account analysis with recommendations. Use its explanation to identify the evidence behind a proposed action and what still needs checking. Do not infer access to hidden Meta Entity IDs or an internal creative quality score from an advertiser-facing analysis.
Distinguish deterioration from limited evidence
An ad with little delivery is unevaluated, not necessarily a loser. An ad that never met your acquisition-cost target needs a different investigation from one that performed well and then deteriorated. A strong CTR is also not enough to establish profitable purchases.
Compare a creative with its own baseline and relevant segments. If its CTR falls only because spend moved between placements, a new hook may not address the cause. If purchase CVR changes while clicks remain stable, inspect the destination, offer, traffic quality and tracking.
Review recommendations before changing the account
AdRiseLab analyzes performance and recommends next steps. Supported budget or status changes require explicit approval. The user reviews campaign settings and confirms launch before publishing; delivery then depends on Meta review, schedule, budget and account eligibility.
For each recommendation, record the observation, proposed action, expected outcome and decision window. A forecast or scenario is not a measured saving. This guide does not establish a percentage reduction in CPM, a guaranteed return on the subscription or a fixed early-warning period.
Use the free checker for a manual review
The public creative-fatigue checker accepts manual inputs and publishes its heuristic. CTR decline contributes up to 60 points, days active up to 20 and frequency up to 20. Scores of 40–69 are Medium and 70–100 are High; CPM is context and does not contribute to the score.
This public formula is a review aid, not a specification of the connected-account analysis. A High score does not establish negative ROI or require an immediate pause. Review conversions and account economics alongside it.
Worked example: the cost of impressions
Assume CPM moves from $10 to $13. Buying the same 50,000 impressions would cost $650 instead of $500, an extra $150. If the daily budget stays fixed at $500, the account instead buys approximately 38,462 impressions. These are two different scenarios; a 30% CPM increase does not by itself mean 30% of a fixed budget was wasted.
The commercial effect depends on clicks, conversion rate and order value. Use the ROAS decomposition to separate those terms before deciding whether the creative is the appropriate thing to change.
Prepare and evaluate the next concept
If the evidence supports a refresh, write the customer problem, promise, proof, format and variable to test. Use creative generation to produce executions, review them for factual accuracy and brand fit, and compare mature outcomes with the original baseline.
Keep a change log and retain effective ads when appropriate. A new concept can underperform, so the workflow should document learning as well as successful replacements.
Access and related reading
The connected workspace is subscription-only; see pricing. The public checker is a separate free tool. Review the fatigue diagnosis guide, fatigue versus failure and the Meta ads audit for the broader analysis workflow.