Curated agentic GTM workflows

# Signals become useful when an agent can act on them.

These workflows connect Limelit's visibility, perception, citation and crawler evidence to a reviewed action loop. The agent does the repetitive research and drafting; a person stays accountable for what ships.

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**ACTION loop**Detect→Draft→Review→Publish→Measure

01Brand perception

## Correct an answer-engine misconception

Outcome

A sourced correction brief and reviewed owned-source response tied to the original answer evidence.

Workflow path

`tool:list_misinformation → UI:correction draft → human:review → human:publish`

02Competitive content

## Turn a competitor citation gap into an article

Outcome

A source-backed article draft aimed at a measured competitor citation gap, ready for editorial review.

Workflow path

`tool:find_easy_wins → tool:generate_draft → human:review → tool:publish_draft`

03Agent analytics

## Recover pages that AI agents cannot retrieve

Outcome

A prioritized remediation brief that separates failed high-value paths from healthy crawler traffic.

Workflow path

`tool:list_crawl_errors → tool:get_crawl_citation_join → human:code review → deploy`

04Campaign intelligence

## Measure whether a launch changed AI visibility

Outcome

A bounded before-and-after brief with freshness caveats and no unsupported causal claim.

Workflow path

`prompt:campaign_tracker → tool:list_top_sources → human:review → publish`

05Research operations

## Keep the buyer-question portfolio useful

Outcome

A reviewed prompt-change set with a reason for every addition, edit or removal.

Workflow path

`prompt:prompt_grader → human:approve → tool:update_prompt → reevaluate`

06Product narrative

## Respond to a negative perception trend

Outcome

A factual FAQ, comparison or proof page grounded in the attributes and answer excerpts behind the trend.

Workflow path

`tool:get_sentiment_series → tool:list_brand_attributes → human:review → publish`

 Builder submissions

## Built a loop worth sharing?

Send the workflow, its agent path, and evidence that it works. Submissions enter editorial review; they never publish directly to this gallery.

The button opens a draft in your email app; you review and send it there. We use the details only to evaluate your submission. Do not include credentials, API keys, customer data, or private dashboard links. Read our [privacy policy](https://limelit.co/privacy).

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## Give your agent a loop worth running.

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