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.

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Compares an AI assistant's answers with current Google web and news results from SerpApi to highlight outdated or missing information.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

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

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.

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.

Finds visual matches through SerpApi's Google Lens API and records evidence hashes on a blockchain to detect later changes to saved records.

Collects employer web, place and news evidence through SerpApi to help review recruitment claims.

Investigates job offers by searching company websites, news and job listings for evidence of impersonation and suspicious claims.

Investigates claims and images using SerpApi web and reverse-image searches, with source comparisons and provenance checks.

Checks claims in job and internship offers against public search results, including company identity and recruiter details.

Compares customer-care phone numbers found in Google results, ads and Maps with numbers published by the relevant brand.

Investigates job and internship offers by checking company claims against SerpApi web, job, news and local-business results.

Provides SerpApi search tools through MCP and attaches verifiable records to returned search results.

Checks used-car paperwork and vehicle history with supporting public web evidence retrieved through SerpApi.

Extracts claims from investment messages and documents, then searches public sources through SerpApi for supporting or conflicting evidence.

Builds a ledger of opportunities from SerpApi results and flags entry costs, dates and participation constraints.

Filters SerpApi job listings for remote-work evidence and flags seniority, onsite requirements and work-authorization conditions.

Retrieves YouTube reviews and transcripts through SerpApi and highlights explicit sponsorship and affiliate disclosures.

Checks supplier quotes against merchant offers and product details from SerpApi, with alternatives and model-level price tracking.

Investigates suspicious recruitment messages using SerpApi searches for company and offer evidence.

Investigates online sellers using product images, prices, reviews and public search evidence retrieved through SerpApi.

Discovers suppliers and investigates business claims using SerpApi web and news results.

Investigates suspicious messages, images and links using multiple SerpApi search engines and source-linked evidence.

Researches trade and supplier questions using SerpApi web, local-business, news and product results.

Examines search results about public schemes for stale dates and conflicting information using SerpApi.

Finds rental accommodation and investigates addresses, reviews and public complaints using SerpApi.

Investigates forwarded claims with web, news, image and video evidence retrieved through SerpApi.

Compares Google search and AI answers with published Delhi-NCR pollution rules to investigate outdated information.

Stores SerpApi web-search results in a local evidence notebook with source links and reusable search records.

Investigates image provenance and suspicious claims using SerpApi web, image, news and local-business searches.

Routes research queries across SerpApi web, news, academic, job and shopping search engines.

Compares customer-care search results with a brand's supplied official domains and phone numbers to flag mismatches.

Finds entry-level jobs through SerpApi and presents source evidence with signals users can investigate.

Matches products across Indian sellers using SerpApi and compares advertised discounts with observed offers.

Researches companies and roles through SerpApi and compares public evidence with recruitment messages.

Monitors customer-care search results, local listings and ads for phone numbers that differ from official brand records.

Collects public evidence through SerpApi and organizes sources that support or contradict a claim.

Provides reusable SerpApi evidence agents that can be combined into visual investigation workflows.

Uses SerpApi reverse-image search to discover matching web content and records results in a provenance workflow.

Checks advertised price claims against comparable merchant offers retrieved through SerpApi.

Investigates viral claims with SerpApi web and news results and presents the sources used in its assessment.

Breaks claims into research queries and traces supporting and conflicting evidence through SerpApi searches.

Searches for matching images across SerpApi engines and organizes discovered pages for image-use investigations.

Checks company and job-offer claims against SerpApi search, job, local-business and news results.

Investigates recruitment offers by comparing their claims with public company, job and news evidence from SerpApi.

Breaks claims into smaller questions and uses SerpApi search tools to collect evidence with a trace of the investigation.

Checks recruitment offers against rule-based warning signals and corroborating SerpApi search evidence.

Extracts claims from YouTube transcripts and gathers SerpApi evidence for timestamped claim reviews.

Finds and deduplicates job listings through SerpApi, ranks profile fit and checks employer career-page evidence.

Investigates suspicious companies and recruitment offers using SerpApi web, job and news evidence.

Collects and organizes SerpApi evidence around environmental claims into a reviewable claim register and timeline.

Uses SerpApi image and product searches to gather evidence for visual-match and counterfeit-risk investigations.

Checks time-sensitive claims and citations in Obsidian notes against SerpApi search evidence.

Combines job discovery with company and offer checks using SerpApi evidence for early-career applicants.

Investigates suspicious contacts, websites and app listings with public evidence retrieved through SerpApi.

Checks internship-offer details against company, job, news and local-business results from SerpApi.

Combines product, seller and image evidence from SerpApi to investigate purchase options.

Investigates government-service impersonation in search results using SerpApi alongside domain and certificate checks.

Investigates suspicious messages, screenshots and app information with public evidence retrieved through SerpApi.

Collects web, image and news evidence through SerpApi for tracing claims and their surrounding context.

Collects SerpApi evidence for newsroom investigations into public-spending and project-delivery claims.

Turns investigation questions into multi-engine SerpApi searches and organizes the resulting evidence.

Provides public-source investigation tools using SerpApi web, image, news and local searches.

Compares claims with search evidence and historical interest patterns to investigate recycled news.

Searches claims through SerpApi and presents a preliminary assessment with source evidence.

Audits search-result content retrieved through SerpApi and filters low-quality material before passing evidence to agents.

Compares answers and citations from several AI search engines through SerpApi and displays agreements and disagreements.

Compares customer-care numbers found in search results with numbers published on a brand's own website.

Investigates social-commerce sellers through image matches, product prices and public complaints retrieved with SerpApi.

Investigates supplier identities, locations and public complaints using SerpApi evidence.

Checks rental listings for reused photos, address plausibility, and unusual prices using SerpApi. Presents evidence and risk signals rather than declaring listings fraudulent.

Compares AI search answers and their citations through SerpApi, then checks relevant official-source evidence.

Investigates job offers, shops and businesses using SerpApi search evidence and review information.

Finds dated public evidence through SerpApi to track software-product commitments and announced deadlines.

Combines job discovery with company and news searches through SerpApi to investigate recruitment offers.

Extracts claims from recruitment messages and investigates them through SerpApi company, job and news searches.

Examines Google Maps reviews and contributor activity through SerpApi, showing review warning signals and their effect on ratings.

Investigates claims and digital content using web, news and video searches through SerpApi.

Discovers websites through SerpApi and organizes destination checks alongside search results for user review.

Collects web and news evidence through SerpApi to research Indian nonprofit organizations.

Builds research reports from SerpApi evidence and checks that citations refer to retrieved supporting sources.

Checks whether recruitment offers can be traced to their claimed employers using SerpApi evidence and fixed rules.

Investigates job and internship warning signs using SerpApi company, job and location evidence.

Searches product and reseller listings through SerpApi to gather evidence for brand-protection investigations.

Checks claims from IPO prospectuses against public evidence retrieved through SerpApi.

Combines visual, geographic and news searches through SerpApi to investigate the context of images.

Checks dated claims from documents against newer SerpApi evidence and creates a cited review report.

Searches academic papers and reporting through SerpApi to present evidence related to viral health claims.

Checks claims in AI-generated text and code against technical evidence discovered through SerpApi.

Discovers population datasets through SerpApi and compares how replacing a source would change report results.

Collects SerpApi evidence for questions about courses, opportunities, companies and online claims.

Extracts claims and contact details from suspicious messages and investigates them with SerpApi searches.

Checks recruitment claims against public company, location and news evidence retrieved through SerpApi.

Collects vulnerability reporting and advisory evidence through SerpApi and highlights discrepancies between sources.

Extracts video claims and retrieves SerpApi evidence to build timestamped finance and health claim reviews.

Investigates job listings, employer activity and company news through SerpApi, with optional resume comparisons.

Searches earlier appearances of shared images through SerpApi and assembles evidence about their original context.

Searches public appearances of identity information and images through SerpApi for self-review and scam-awareness research.

Traces claims across web and news results from SerpApi and compares their appearance over time.

Searches web, news and academic sources through SerpApi to investigate where claims originated.

Plans targeted SerpApi searches and organizes the resulting evidence for research questions.

Searches web and regional news evidence through SerpApi to help investigate suspicious forwarded claims.

Collects evidence for claims through SerpApi and groups copied reports to distinguish independent sources.

Investigates online stores and product offers using public search, image and price evidence from SerpApi.

Collects public evidence through SerpApi to help people research events and their organizers.

Organizes supporting and conflicting SerpApi evidence for questions about products, companies, jobs and places.

Uses SerpApi web and news searches to collect source-linked evidence for claims.