Moving off Otterly.AI, what should agencies use instead: A Practical Decision Framework

Moving an agency portfolio off Otterly.AI is a data-continuity project before it is a tool purchase. The best replacement preserves client evidence and fits the delivery model: shared operations, combined SEO reporting, enterprise analytics or managed execution.

Why should an agency switch?

Do not migrate because another dashboard looks newer. Name the operating problem first. Common reasons include weak portfolio controls, time-consuming client reports, missing integrations, limited evidence exports or a gap between findings and completed work.

The existing Otterly.AI reporting alternatives comparison evaluates reporting layers across all team types. This guide owns the agency cutover: multiple clients, repeatable delivery, historical continuity and margin.

Define one must-fix failure and three must-keep functions. If the new platform cannot prove those four needs during a pilot, do not move the portfolio.

Which replacement fits each agency model?

The official sources were checked on September 1, 2026. “Best fit” is an editorial assessment of the documented workflow, not a permanent product rank.

Peec states that each client can sit in an isolated project under one agency account. Semrush documents automated white-label reporting for agencies. Profound documents enterprise-grade competitive and citation workflows, but the agency delivery terms need commercial confirmation.

Use the AI search competitor-analysis guide when client competitor evidence is the main selection factor.

What must be exported before cancellation?

According to Otterly.AI's export guide, raw responses are available in CSV and JSON. Its documented exports also cover prompts, citations and PDF reports.

Save the raw files outside both vendors. For every client, retain the exact prompts, engines, countries, dates, brand names, aliases, competitors, tags, answers and citation URLs. Add current report definitions and screenshots of any metric configuration.

Create a field map before import. “Visibility,” “mention,” “rank,” “sentiment” and “share of voice” may use different formulas in the replacement. Preserve the old definition beside the new one.

Count the recovered records. If 29 of 30 client prompts retain their IDs, definitions and evidence, mapping coverage is 96.7%. The final prompt remains an unresolved exception.

How should an agency run the migration?

Move in waves instead of switching every client at once.

For example, 12 clients with 30 prompts across five engines create 1,800 planned observations per cycle. If the new platform completes 1,710, coverage is 95%. The other 90 runs remain failures, not missing brand mentions.

Move three of those 12 clients first. That creates a 25% pilot wave while nine clients remain on the legacy workflow until the evidence passes.

How do you protect client reporting continuity?

Do not place the old and new scores on one trend line unless the denominator and method match. Label the last Otterly.AI report as the legacy baseline. Label the first replacement report as a new baseline.

Keep one bridge report per client. It should list engine coverage, question count, market, run cadence, entity rules, metric formulas and known differences. Explain why a number changed before interpreting whether performance changed.

Separate platform migration from client results. A higher visibility score during cutover may reflect a different prompt set. A lower citation count may reflect another engine mix. Neither proves market movement.

When does managed execution make sense?

Most agencies should standardize the analytics layer. Standard prompts, exports and templates protect margin across many accounts. The exception is a high-value client whose work repeatedly stalls after the report.

For that account, a dedicated managed programme can connect approved company knowledge to content, authority work, publication records and rechecks. The agency should define ownership clearly. The delivery partner performs the scoped work, while the agency retains the client relationship and reporting narrative.

Measure the result in completed actions and hours removed. Do not sell a managed programme as another dashboard licence.

What are the limits of this decision framework?

Vendor features, prices, limits and agency terms change. Verify the current proposal, data-processing terms, export rights and cancellation process before signing.

No migration preserves perfect continuity when collection methods differ. A parallel run reduces uncertainty but does not make unlike samples identical. Keep raw evidence and explain the break.

Start with one representative client. Archive the evidence, reproduce the workflow and deliver one full report. Move the next wave only after the account manager and analyst can repeat that process without hidden manual work.

Sources reviewed

1. Otterly.AI: Export data and reports
2. Peec AI: AI search visibility tracking for marketing agencies
3. Semrush: Solutions for agencies
4. Profound Knowledge Base: Platform walkthrough