verification

Fact-checks news headlines by searching reputable news sources and showing whether the claim has been reported elsewhere.

Fact-checking web app that runs live Google searches through SerpApi and uses Groq analysis to classify news claims with confidence scores and evidence.

Multi-agent fact-checking pipeline that extracts claims from articles, verifies them against live search sources, scores bias, and streams verdicts to a React UI.

Checks text, source code, and images for plagiarism using SerpApi's Google Search and Google Reverse Image APIs.

Checks rental listing photos against exact Google Lens matches through SerpApi and compares matched pages with the claimed address before a deposit is paid.

Uses SerpApi's Google Lens API to find public image candidates, compares face embeddings, and records SHA-256 fingerprints on a local blockchain for later verification.

Searches food-recall coverage through SerpApi's Google news results, then helps pantry teams document and close recall responses.

Checks counterparties, brand conflicts, and adverse reports through SerpApi before allowing an agent to act within a person's signed permissions.

Compares different readings of a PDF and uses SerpApi to check its business claims against public sources before a person approves the next step.

Uses SerpApi to identify products from photos, research recalls and safety warnings, and find replacement products and local disposal options.

Audits claims about a company in Google AI Mode and AI Overviews, using SerpApi to inspect citations and seek independent corroborating sources.

Compares an AI assistant's answers with current Google web and news results from SerpApi to highlight outdated or missing information.

Extracts invoice fields and cross-checks VAT identifiers against public registry search results from SerpApi before document generation and review.

Collects current Google Search evidence through SerpApi for consequential decisions, then records human approval and an audit receipt.

Researches vendor risks through SerpApi's Google Search API and organizes the sources into decision packets for human review.

Checks time-sensitive marketing claims against current Google Search results from SerpApi before releasing them for human review.

Checks agent-written document claims against SerpApi's Google Search results while reserving signing authorization for a person.

Checks business-document consistency and uses SerpApi's Google Search API for external corroboration before approving a consequential action.

Searches vendor pricing, outages, deprecations, and security reports through SerpApi to prepare cited due-diligence assessments.

Checks vendor claims with SerpApi's Google Light Search and Google News APIs, then assembles a procurement decision file with cited evidence.

Investigates supplier invoices using SerpApi web, news, and address searches while reserving signing and payment decisions for people.

Uses SerpApi to identify a company's public domain, then checks invoice provenance and payment fields against signatures and domain-published keys.

Checks contract counterparties against SerpApi's Google Search results and attaches the evidence to proposed changes for human approval.

Finds official health-insurance rules through SerpApi to check denial letters and prepare a sourced appeal for human review.

Checks submitted claims against Google Search and Google News results from SerpApi, then presents a verdict with supporting sources.

Uses SerpApi's Google AI Mode and Google Search APIs to research developer incidents and inspect the authority of cited sources.

Retrieves current Google Shopping offers through SerpApi, matches product variants, and applies pricing rules to assess a quoted price.

Extracts document evidence and cross-checks claims through SerpApi's Google Search API before routing consequential decisions for human approval.

Searches patents, patent claim details, and academic literature through SerpApi to prepare a cited preliminary patentability assessment.

Uses SerpApi to research practitioner credentials, procedure evidence, and product records before a cosmetic-procedure safety review.

Finds public visual matches through SerpApi's Google Lens API, compares candidate faces, and registers SHA-256 evidence fingerprints on a local blockchain for later tamper checks.