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Human Forward Findability
Human Forward Ltd v1.0.1
How findable is your brand
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From the developer
Declared capabilities
- Read findability score
- Read fixes and prompts
- Read engine answers
Cost & access
No purchases or payments happen in the assistant. Account plans are managed on app.humanforward.io or in Shopify.
Declared limitations
- Billing is not handled in chat
- No changes to the store itself
- Only the connected account's sites
Onboarding example
How findable is my store?
Sources & dates
Developer declarations; not independently tested. Listing last checked Nov 13, 2026. Package observed Nov 12, 2026.
Description
From the marketplace listing
Findability scores how findable a brand is in search, in AI answers and to AI shopping agents, then tells you what to fix. Connected, your assistant can read the latest score out of 100, the to do list ordered by points with a ready made prompt for each fix, exactly what each of the seven AI answer engines said about the brand in each market, agent readiness (UCP, Storefront MCP, agent commerce channels, policies), the twelve questions shoppers ask in the category and who gets named instead, and the score history. It can also start a new check. Works for Shopify stores through the Human Forward Shopify app and for any site through app.humanforward.io. Sign in with your site and the connect code shown under Settings in the app.
Language: English · Automatically detected from descriptions.
Screenshots
From the developer.
Show all 4 screenshots
Matches for “code fixes”
Exact text from the indicated source. A mention alone does not establish support for your task.
Publisher capabilities · listing
Read findability score Read fixes and prompts Read engine answers Read agent readiness Start a check
Publisher full description
Findability scores how findable a brand is in search, in AI answers and to AI shopping agents, then tells you what to fix. Connected, your assistant can read the latest score out of 100, the to do list ordered by points with a ready made prompt for each fix, exactly what each of the seven AI answer engines said about the brand in each market, agent readiness (UCP, Storefront MCP, agent commerce channels, policies), the twelve questions shoppers ask in the category and who gets named instead, and the score history. It can also start a new check. Works for Shopify stores through the Human Forward Shopify app and for any site through app.humanforward.io. Sign in with your site and the connect code shown under Settings in the app.
What changed
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Keywords
Files & skills
File archives
Plugin package10 files · 1.07 MBBrowse files →
Skill instructions
get-started1.4 KB
--- name: get-started description: Set up Human Forward Findability after installing it, confirm the connection works, and show the user their first score. --- Help the user get their first findability report in ChatGPT. 1. Explain in one line what the plugin does: it reads the Findability report for their store or site, which scores how findable the brand is in Google, in AI answers and to AI shopping agents, and lists what to fix. 2. If the connection has not been authorised yet, tell them the sign in page asks for two things: the site (their store or site domain) and the connect code from Settings in the Human Forward app (app.humanforward.io or the Shopify app). No password is involved. 3. Call `get_overview`. If it returns a score, summarise it in two or three sentences: the number out of 100, the weakest of the three parts (search, AI answers, agent readiness), and the single biggest fix from `get_todo`. 4. If it returns an upgrade note instead, say plainly that the connector is part of the Scale plan and give the plan link from the note. Do not try other tools; they return the same note. 5. If there is no completed check yet, offer to start one with `run_check`, say it takes one to three minutes, and poll `get_overview` until the status is done. 6. Suggest the three prompts that work well next: "What should I fix first?", "What did ChatGPT say about us?", and "Can AI shopping agents buy from my store?".
Release notes
First release. Findability score, prioritised fixes with prompts, engine answers by market, agent readiness, shopper questions, score history, and starting a check.
Declared in the saved package. Remote tools may change independently.
Package details
Publisher declarations from the archived package. These are separate from our research and the live service's terms.
- Package license
- UNLICENSED
- Package author
- Human Forward Ltd
- Keywords
- See keywords
- Declared availability
- No country restrictions declaredDeclared regions; live availability may differ.
- Getting started skill
- ./skills/get-started/SKILL.md
- Commerce declaration
- Does not support commerceThis does not establish whether access is free or paid.
- Review scenarios
- 5 positive · 3 negativeScenario counts, not test results.
Declared capabilities
- Read findability score
- Read fixes and prompts
- Read engine answers
- Read agent readiness
- Start a check
Package observed Nov 12, 2026.
Technical details
- First seen
- Oct 24, 2026 · 12:40 UTC
- Last seen
- Nov 13, 2026 · 06:00 UTC
- Collection status
- Collected
plugin_asdk_app_6ada2295dc3c81919252c910c81372f0
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