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Instagram data product

Instagram intelligence for repeatable creator decisions.

Verification pending

Structure public profile, content, and engagement inputs for diligence and reporting. API Aha computes scores deterministically from the fields it actually collects; it does not manufacture demographic, fraud, or revenue facts that no verified field supports, and does not disclose which upstream sourced any given field.

Buyer evidence pendingAccess follows the canonical catalog evidence decision.

Designed product surface

Useful scope, explicit boundaries.

These capabilities describe the intended product contract. They do not override the status shown above.

01

Profiles and identity

Canonical public profile inputs with bounded, product-scoped collection — one profile fetch, one accounted record.

02

Posts, reels, and stories

Content research surfaces with explicit per-call limits and a stated freshness window, not an unlimited archive claim.

03

Agency reporting

Comparable response shapes across accounts of the same type so recurring client reports diff cleanly month to month.

04

Deterministic qualified intelligence

Engagement-quality and growth-forecast scores are formula-driven and labeled as estimates with retained methodology — never presented as measured audience demographics.

The API Aha difference

Every product must ship with proof.

API management is not a catalog of optimistic endpoint names. The response contract, cache behavior, usage math, and buyer path are part of the product.

IdentityOne channel-specific buyer identity; no duplicate hidden API key.
SemanticsCorrect HTTP status plus an assertion that the requested data is present.
FreshnessA visible collection or cache timestamp and bounded sample.
UsageSuccessful responses disclose the units and formula applied.

Canonical product status

Underlying families stay visible.

This page describes the governed product surface. Access stays closed until the linked product families retain current authenticated cold and warm semantic, cache, and billing receipts.

Social

Instagram Intelligence

The current repository does not retain a complete, current authenticated-subscriber cold/warm receipt for every buyer-visible operation. API Aha does not present this family as available yet.

Review evidence →

Need this workflow?

Ask for the evidence plan.

We will not substitute a sales promise for a missing product receipt.

Contact API Aha