Ankit Agarwal

Marketing Head

About the author

Ankit Agarwal is a growth and content strategy professional focused on building scalable content and distribution frameworks for AI productivity tools. He works on simplifying how marketers, creators, and small teams discover and use AI-powered solutions across writing, marketing, social media, and business workflows. His expertise lies in improving organic reach, discoverability, and adoption of multi-tool AI platforms through practical, search-driven content strategies.

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AI accuracy

Claude Accuracy: How to Reduce Errors in Long Documents

Anthropic documents context rot, sentence-level citations and a quote-first pattern, and publishes no error rate. Four reasons long documents go wrong and six documented controls.

September 24, 2026 12 min read

advertising compliance

10 Ad Copy Claims AI Writes That You Legally Cannot Publish

Ten claims a model puts in ad copy, each matched to the FTC rule, CAP Code clause or platform policy it breaks — three false however you word them, seven lawful only with evidence.

September 23, 2026 13 min read

AI accuracy

8 Accuracy Questions to Ask Any AI Vendor Before You Pay

Eight questions for an AI vendor, what a real answer sounds like and what a deflection sounds like, grounded in NIST measurement and EU AI Act duties.

September 23, 2026 12 min read

business continuity planning

How Businesses Can Use AI to Improve Business Continuity Planning

Discover how AI-driven tools are transforming business continuity planning. Learn to predict disruptions and restore operations faster. Read our guide here.

September 23, 2026 4 min read

AI accuracy

Copilot and Work Documents: What Microsoft's Documentation Says About Accuracy

Microsoft publishes no accuracy figure for Copilot over work files. It does document permissions, indexing and long-document limits, and each one is a way an answer goes wrong.

September 22, 2026 10 min read

AI Overviews

AI Overviews Accuracy: What Google Documents, and What a Business Can Do When It Is Wrong

Google says AI Overviews can and will make mistakes. What its own documentation names as failure modes, what a 98,020-claim study measured, and the routes a business actually has.

September 22, 2026 10 min read

AI accuracy

How to Fix Gemini Giving Wrong Answers

Ten fixes drawn from Google's own Gemini documentation - five in the Gemini app, five in the API - plus the three problems no setting or prompt can fix.

September 21, 2026 11 min read

AI accuracy

AI Email Copy That Invents Facts About Your Product: 7 Fixes

Why AI-drafted emails state prices, deadlines, integrations and testimonials that are not true, the US and UK rules they break, and seven fixes that stop them before send.

September 21, 2026 11 min read

AI accuracy

Why AI Gives Outdated Answers (And How to Get Current Information Instead)

Knowledge cutoffs, uneven training data and search the model chooses not to run. What the provider docs and research say, and six habits that make current answers more likely.

September 20, 2026 11 min read

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