Public measurement principles

Honest reporting without publishing the machinery behind it.

Solarly gives customers enough context to understand and challenge a result while keeping the proprietary systems that produce, evaluate, and prioritize that result private. This page explains the standard customers can hold the service to—not its implementation.

Observed before inferred

A result is described as measured only when the service has a real observation for the stated source, scope, and time. Directional signals remain labeled as such.

Evidence before claims

Important business claims should be supported by current, traceable proof. Unsupported assumptions are treated as gaps, not polished into certainty.

Business outcomes over vanity metrics

Visibility matters when it helps a qualified customer understand, trust, visit, contact, buy, or take another useful step. A higher score alone is not the product goal.

Governed action

Customers can inspect meaningful recommendations and apply approval rules before an authorized change reaches a live surface.

What the customer can inspect

Clear conclusions, evidence, limits, and next actions.

The private Controller is designed to make customer decisions understandable without exposing Solarly's internal playbook or another customer's information.

A baseline
What Solarly can verify before work begins, with unavailable data left unavailable.
Prioritized opportunities
The gaps most likely to matter to the business, explained in plain language.
Supporting evidence
The source material and customer context behind a recommendation.
Controlled changes
A reviewable path from recommendation to approved action on supported surfaces.
Measured follow-through
A time-bounded comparison of what changed after an action, without promising a third-party result.
Protected Solarly intellectual property

The service is transparent about results, not reproducible from its marketing site.

Public pages explain the problem, customer experience, reporting standard, and limitations. The following remain confidential and are available only as required to operate an authorized customer workspace.

Evaluation logic and scoring models
Sampling, query selection, and experiment design
Prompts, agent instructions, and orchestration
Thresholds, weighting, and prioritization logic
Connector internals and operational safeguards
Every customer's private workspace data

What Solarly will not claim

No vendor controls whether a third-party search or AI system retrieves, cites, or recommends a source. Solarly can improve the customer's foundation, representation, evidence, controlled assets, and operating process; report what it observes; and help the customer act on the next qualified opportunity. It does not sell guaranteed citations, rankings, revenue, or fabricated certainty.

Research-informed, outcome-validated

Solarly Labs reviews relevant academic research and current platform guidance, then tests product decisions against real customer evidence and observed outcomes. Published work informs the standard; it does not reveal Solarly's private implementation.