# Technology, data and business model

## A conceptual system overview

Omni Impact is a web-based software product. A user defines the brand and questions to investigate. The service works through supported AI provider/model routes and records observations for analysis. Website crawling and content diagnostics supply a separate type of evidence. Results and proposals are presented in the application; an available connection or export can support a reviewed change.

This is a conceptual explanation, not a disclosure of internal infrastructure, service identifiers or a guarantee that every configured route is enabled. Hosting and database vendor names alone would not explain what an answer measurement means.

## What inputs and outputs matter to a story

| Input or context | Possible output | Interpretation |
|---|---|---|
| Brand/domain and selected questions | Sampled model answers | Observations for those conditions |
| Brand and competitor definitions | Mentions and comparison metrics | Dependent on detection and comparison rules |
| Sources returned with answers | Citation/source analysis | Attribution in the sample, not proof of endorsement |
| Retrieved website content | Diagnostics and candidate improvements | Findings about the reached content and chosen checks |
| Reviewed proposed change | An available publish/review/export action | Connection-specific action, not a universal integration promise |
| Later answer samples | Trends or comparisons | Descriptive unless supported by a causal research design |

## Commercial model

Omni Impact markets recurring software subscriptions with tiered usage and model access. Brand plans, agency packaging and enterprise options are described on the current pricing page. The free readiness tool is a separate entry point. A price shown in this edition is a dated offer snapshot, not a claim about contract value, revenue or customer adoption.

## Data handling questions worth asking

Read the [privacy policy](https://omniimpact.net/privacy/) and [terms](https://omniimpact.net/terms) for the current published position. Ask which data is needed for the particular workflow, which providers receive it, how long it is kept, and what access or deletion options apply. Route contractual or provider-specific questions to the company for a current written answer.

No compliance certification, security audit conclusion, universal retention period, regional hosting guarantee or blanket training-data assertion is made in this package. Policy text is a company statement, not independent proof of every operational control.

## Relationships and attribution

AI provider, website platform and integration names describe technical context. They do not imply a partnership, paid endorsement, investment or certification. The company does not own or operate the third-party answer engines whose outputs may be examined.

## Evaluating the product

Use comparable question sets and explicitly recorded conditions. Inspect raw answers as well as charts. Test a specific supported delivery path with permitted data. Evaluate whether the work helped answer a business question or produce a useful change, without treating that alone as proof of downstream revenue.