ChatGPT Plugin

Acumen by Talarion

Keep your AI up to date.

Brand: Talarion

Category: AI
Primary Subcategory: AI Output Verification & Grounding

Integration details

Description

Talarion keeps AI current. Frontier models don't know about recent events, and web search can't answer questions LLMs don't know to ask. Talarion proactively tells your AI what it's missing before it starts researching to prevent critical omissions and judgement errors. Install the MCP to make sure your AI assistant knows what it would otherwise be missing.

Integration type: Plugin
Verification status: Not applicable
Platform: ChatGPT
Category: AI
Primary Subcategory: AI Output Verification & Grounding
Secondary Subcategories: None listed
Brand: Talarion
Access: Account required
First tracked: 2026-05-26
Tool count: 2
Market: US

Agent DiscoverabilityChatGPT Plugin Discovery Score

ChatGPT organic discovery is live

Your score is coming

ChatGPT now suggests Plugins on its own when they match a user's request.Your Plugin Discovery Score measures how often yours appears, and it will show here as soon as it’s ready.

Sign up to track your Plugin See who ChatGPT suggests

ChatGPT recommends Airtable when a user asks it to update a CRM. — ChatGPT surfaces Airtable because it matches the user's request.

Primary Subcategory

Competing in ChatGPT AI Output Verification & Grounding

View Category

Listed in alphabetical order

Primary Subcategory

Acumen by TalarionComing soonGet notified

AgoraComing soonGet notified

AI Delivery Evidence CheckerComing soonGet notified

AI Detector by AI GPT ZeroComing soonGet notified

ArmatureComing soonGet notified

Tools

2 tools agents can invoke

Call feedback after a search when you've formed a concrete reaction about a brief — for example, a brief that pointed you somewhere genuinely useful you wouldn't have gone, or results that were off-target for the query, or if a fact was missing that you expected to see. Specifics (which fact, and why it helped or didn't) are more useful than general praise. This feedback helps developers improve the knowledge base and the search tool, such that the briefs you and the user get become more accurate and better-targeted over time. It's quick. DO NOT include personal information. Skip it when you have nothing specific to say.
feedback
Returns verified, dated, sourced facts about what's recently happened in the world. Pass `model_id` to filter to facts that postdate your training cutoff. Acumen will help guide you down productive research paths and protect you from troubling errors by omission. Expect results to return very quickly. Results are plain-text record blocks, one per fact, separated by a blank line — each with `Q:` (question), `A:` (answer), `true_by:` (the date the fact was known true by, when available), and a `sources:` list of the upstream URL(s) the fact came from. A response is never empty; a question returns the nearest available facts.
search

FAQs

Acumen by Talarion ChatGPT Plugin FAQ

How the directory, categories and Discoverability Score work.

Read the methodology

How do I improve Acumen by Talarion's ChatGPT Plugin discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Acumen by Talarion alternatives on ChatGPT?

As of 2026-11-02, Acumen by Talarion competes with Agora, AI Delivery Evidence Checker, AI Detector by AI GPT Zero, Armature, Atlas Citation Check, Bright, CiteLLM, Coval and 21 more in ChatGPT AI Output Verification & Grounding, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.