Siftly joins Maruti Suzuki’s Incubation Programme
The YC-backed GEO platform has been selected as one of five startups in Cohort 5 of the Maruti Suzuki Incubation Programme (MSIP) — chosen to bring AI-search brand visibility to India’s largest automaker, alongside Sarvam AI and three others.
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Jun 29, 2026 • 5 min read
Siftly selected for Maruti Suzuki's 5th Incubation Cohort alongside Sarvam AI
The YC-backed GEO platform joins Cohort 5 of the Maruti Suzuki Incubation Programme to bring AI-search brand visibility to India's largest automaker.
Aug 31, 2026
8 Best Tools for Answer-First Formatting Optimization
Your content ranks for the right keywords, draws steady traffic, and converts. But it's invisible inside ChatGPT, Perplexity, and Google AI Overviews.
Aug 26, 2026
8 Strategic Picks to Build Machine Advantage in ChatGPT Agentic Commerce
Your most valuable customers are no longer scrolling a results page. They are asking ChatGPT, Perplexity, and Google AI Overviews to compare products, validate
Aug 21, 2026
6 Reasons Your Website Traffic
Your organic traffic charts a downward slope while your keyword rankings hold steady. The same positions that once delivered reliable visitors now generate
Aug 20, 2026
How to Monitor and Counter Competitor Mentions in Generative
AI search engines don't index content, they extract it. This operational reality means your competitor monitoring must shift from tracking keyword positions
Aug 19, 2026
8 Best AI Optimization Platforms for B2B SaaS Startups
81% of users now prefer AI over human assistance for information discovery. For B2B SaaS startups, this single statistic rewrites the rules.
Aug 18, 2026
7 Best AI SEO Tools for B2B SaaS Growth Teams in 2026
Your highest-intent buyers are no longer starting their research on Google. They are asking ChatGPT, Perplexity, and Claude which software solves their problem
Aug 17, 2026
8 Best AI Search Visibility Optimization Tools for 2026
Your SEO rankings have never been shakier. A brand can dominate page one of Google and still be completely invisible when a prospect asks ChatGPT or Perplexity
Aug 17, 2026
10 Best Semrush Alternatives to Try in 2026
If you're looking past Semrush for AI visibility tracking, we've compared 10 tools, so you can pick the right one for yourself.
Aug 17, 2026
9 Ahrefs Alternatives for AI Visibility Tracking (2026)
If you're looking for an Ahrefs alternative for better AI visibility tracking, we've compared 9 tools so you can pick the right one.
Aug 16, 2026
5 Ways to Track Which Content Gets Cited Most by ChatGPT
A product manager reviews her quarterly brand report and sees that organic search traffic is flat, direct traffic is stable
Aug 14, 2026
A SEO Manager’s Playbook to Unmasking Competitor Mentions
Every time ChatGPT, Gemini, or Google AI Overviews answers a buyer’s question, they hand a shortlist of brands a seal of unearned trust.
Aug 14, 2026
Why Your B2B SaaS Brand
Your B2B SaaS company is invisible in ChatGPT because the content you publish and the content AI engines cite are fundamentally mismatched.
Aug 14, 2026
6 Best Competitive Intelligence Software Platforms
Your competitive team just spotted a critical market shift, buried three layers deep in a ChatGPT response.
Aug 13, 2026
7 Best Scrunch AI Alternatives for Tracking AI Visibility
ChatGPT fields 5.8 billion monthly visits while Gemini has surged 200% year-over-year to 1.8 billion visits.
Aug 11, 2026
The Tools That Automatically Summarize Competitor News
Your team can't manually track competitors across four industries with two people anymore.
Aug 10, 2026
Enterprise Generative Engine Optimization in 2026
Your biggest competitor just became invisible. They aren’t showing up in a list of ten blue links for your most critical B2B search terms
Aug 8, 2026
How to Monitor Competitor Mentions in Generative Engine
A single AI-generated answer now stands where ten blue links used to compete. When a user asks ChatGPT or Google AI Overviews for the best CRM or running shoe
Aug 7, 2026
7 Best Brand Visibility Tracking Tools for LLMs in 2026
A customer asks ChatGPT about your product category and your competitor comes up first. You don't know it happened because your analytics called it direct traff
Aug 5, 2026
6 Tools That Show Exactly What AI Says About Your Brand
AI search engines don't index content, they extract it. When a prospect asks ChatGPT or Perplexity for a recommendation and your competitor's brand surfaces
Aug 5, 2026
Competitive Intelligence in AI: The 7-Step GEO Playbook for Owning Brand Visibility
Your organic traffic is declining, right when AI-generated answers are carving up your audience. You see AI overviews and chat platforms pulling data from third
Aug 4, 2026
15-20% of Referral Traffic Now Comes from AI Chat.
Your next customer might never visit your website. Instead of scrolling on websites or strolling through stores
Jul 30, 2026
Why Your Brand Doesn't Show Up in AI Chatbot Recommendations
Your product ranks in the top three on Google. The brand site pulls healthy organic traffic, and the paid search ROAS meets target. Yet when a shopper asks Chat
Jul 30, 2026
What Tools Track Brand Performance Across Multiple AI
Your brand is being evaluated by an invisible panel of judges every second. ChatGPT, Gemini, and Perplexity now act as primary answer engines for over 400 milli
Jul 28, 2026
7 Best Answer Engine Optimization Tools for Dominating AI
You have spent months getting a page into the top three organic spots for a major keyword. The content is well optimized. Backlinks are solid.
Jul 28, 2026
AI Search Optimization
Every time a potential customer asks ChatGPT, Perplexity, or Google AI Overviews a question in your market, a source gets cited. The difference between winning
Jul 27, 2026
3 Best AI Search Optimization Tools for ROI Tracking
Compare manual tracking, monitoring APIs, and optimization platforms for AI search ROI. Learn citation-to-revenue models, multi-sample KPIs, and when to upgrade from free to paid monitoring.
Jul 27, 2026
7 Best AI Search Optimization Tools for 2026: The Definitive GEO Stack
Your meticulously crafted product pages are invisible to the two billion people now using AI answer engines. These systems do not crawl the open web in the trad
Jul 18, 2026
How to Track Competitors in ChatGPT Shopping Recommendations
Guide merchants through a systematic methodology for tracking competitor visibility in ChatGPT shopping recommendations using structured prompt sets, sampling frameworks, and share-of-voice calculation.
Jul 16, 2026
5 Best AI Visibility Tools for Startups
Compare AI visibility tracking tools by total cost of ownership—monthly fees, setup labor, and consulting expenses. Find the best budget-friendly platform for startups monitoring ChatGPT, Perplexity, and Claude mentions.
Jul 16, 2026
7 Most Affordable AI Visibility Tracking Tools for B2B
Compare total cost of ownership for B2B AI visibility platforms — monitoring-only vs optimization-integrated solutions, hidden consulting fees, setup time, and ROI measurement frameworks.
Jul 15, 2026
7 Best Competitive Intelligence Tools for Salesforce
Compare competitive intelligence platforms by Salesforce integration depth — read-only monitoring vs. write-enabled enrichment, API setup requirements, and attribution model limitations.
Jul 14, 2026
How to Track Brand Mentions Across AI Platforms
Learn how to track brand mentions across ChatGPT, Perplexity, and AI platforms using systematic query design, repeated sampling, and sentiment analysis beyond raw mention counts.
Jul 11, 2026
AI Brand Monitoring Tools With Best Support & Onboarding (2026)
Compare AI brand monitoring tools by support quality and onboarding speed. Find platforms with white-glove implementation, fast response times, and transparent SLAs for 2026.
Jul 9, 2026
8 Affordable AI Search Tools for B2B SaaS
Compare monitoring vs optimization-enabled AI search platforms using TCO analysis—learn when free tiers cost more than paid tools and how to calculate your AI visibility stack total cost.
Jul 9, 2026
4 Best AI Competitive Intelligence Tools for SMBs
Compare self-service AI competitor tracking platforms under $200/month that monitor citation share of voice across ChatGPT, Claude, and Perplexity for small marketing teams.
Jul 9, 2026
8 Best AI Brand Monitoring Tools for Support and Onboarding
Compare AI brand monitoring platforms by support response times, onboarding resources, and customer success access. Scored evaluation of Siftly, Brandwatch, Meltwater, and 5 more tools.
Jul 6, 2026
6 AI Brand Monitoring Tools with the Best Support
Compare AI brand monitoring platforms by onboarding time, support models (self-service vs. CSM), and total cost of ownership. Discover which tools require multi-week enterprise setup.
Jul 3, 2026
5 Best AI Brand Monitoring Tools for Support and Onboarding
Evaluate AI brand monitoring platforms by support quality: response-time SLAs, technical handoff requirements, trial-period audit methodology, and hidden consulting costs.
Jul 1, 2026
5 Best AI Brand Perception Tools Across LLMs
Track brand perception across ChatGPT, Claude, Gemini, and Perplexity with multi-LLM monitoring tools. Compare 5 platforms by coverage, attribution, and optimization capabilities.
Jun 29, 2026
How to Monitor Competitor Mentions in AI Responses
Learn how to monitor competitor mentions across ChatGPT, Perplexity, Claude, and Google AI Overviews using manual spot-checking, custom API tracking, or automated platforms for 2026.
Jun 26, 2026
9 Best AI Brand Monitoring Tools for Support and Onboarding
Compare AI brand monitoring platforms by customer support quality and onboarding speed. Covers self-service vs. guided vs. white-glove setup models, support SLAs, and platform breakdowns.
Jun 26, 2026
6 Best AI Brand Monitoring Tools for Support and Onboarding
Compare AI brand monitoring platforms by customer support quality, onboarding resources, and SLA tiers. Reviews focus on support channels, CSM availability, and time-to-value.
Jun 23, 2026
10 Best AI Brand Monitoring Platforms for B2B SaaS
Compare AI brand monitoring platforms that track ChatGPT, Perplexity, Claude, and Google AI Overviews citations for B2B SaaS. Understand attribution gaps, platform tiers, and when to upgrade from manual tracking.
Jun 22, 2026
6 AI Brand Monitoring Tools With the Best Support
Compare AI brand monitoring platforms by customer support quality and onboarding speed—Brandwatch, Talkwalker, Mention, Sprout Social, Awario, Meltwater, and Siftly evaluated on SLA, timelines, and documentation.
Jun 21, 2026
AI-Driven Customer Discovery Patterns: B2B Solutions (2026)
Track AI discovery patterns using share of voice, citation frequency, sentiment, and competitor gap metrics. Compare monitoring-only vs. optimization-enabled platforms for B2B brands.
Jun 20, 2026
3 Best AI Brand Monitoring Tools for Support and Onboarding
Compare AI brand monitoring tools by customer support quality, onboarding experience, and implementation assistance. Evaluate response time SLAs, CSM availability, and training resources.
Jun 17, 2026
AI Brand Monitoring Tools: Best Support & Onboarding (2026)
Compare 8 AI brand monitoring platforms ranked by support quality and onboarding structure. Learn which tools offer white-glove setup, self-service docs, or hybrid models.
Jun 15, 2026
AI Brand Monitoring Tools: Best Customer Support & Onboarding (2026)
Compare AI brand monitoring tools on customer support responsiveness, onboarding depth, and live training. Evaluate Brandwatch, Talkwalker, Brand24, Mention, Sprout Social, and Siftly using SLA tiers and time-to-value benchmarks.
Jun 12, 2026
AI Brand Monitoring Tools: Best Support & Onboarding (2026)
Compare AI brand monitoring platforms by support quality, onboarding timelines, and customer success infrastructure—evaluate Siftly, Brandwatch, Talkwalker, and others for time-to-value.
Jun 10, 2026
AI Search ROI Tracking: Analytics Framework
Learn how to measure AI search ROI through citation-to-revenue attribution models, multi-sample KPI tracking, and competitive benchmarking when platforms lack direct CRM integration.
Jun 1, 2026
Why You Should Monitor Brand Mentions in AI Search Results
Learn why monitoring brand mentions in AI search results matters, which metrics to track, and how to improve visibility across ChatGPT and Perplexity.
Jun 1, 2026
The 10 Best AI Brand Monitoring Tools in 2026 (Reviewed)
We compared the 10 best AI brand monitoring tools for 2026 on coverage, pricing & features. See which tracks ChatGPT, Perplexity & AI Overviews best.
Jun 1, 2026
How to Track Brand Mentions in AI Search (2026 Guide)
A step-by-step guide to tracking brand mentions in AI search across ChatGPT, Perplexity, Gemini, and Google AI Overviews — plus frequency vs competitors and alerts.
Jun 1, 2026
How Can an AI Search Monitoring Platform Improve Your SEO Strategy?
See how an AI search monitoring platform improves your SEO strategy and grows organic traffic — what it tracks, why it works, and how to start.
Jun 1, 2026
AI Overviews Trackers: How to Monitor AI Search Rankings in 2026
A complete guide to AI overviews trackers and AI mode rank tracking tools — what they monitor, how they work, and the best options for 2026.
Jun 1, 2026
The Best Tools to Track Brand Mentions in ChatGPT
The best tools to see if ChatGPT mentions your brand — how they work, what they cost, and how to check your ChatGPT visibility today.
Jun 1, 2026
How to Monitor Brand Mentions in Perplexity
Learn how to track and monitor your brand mentions in Perplexity — the platform to use, what to measure, and how to get cited more often.
Jun 1, 2026
How to Monitor Competitor Mentions in AI Search Results
Track when AI engines recommend your competitors instead of you. Learn how to monitor competitor mentions in AI search results across ChatGPT & Perplexity.
Jun 1, 2026
How to Rank in ChatGPT Search (and Appear in Its Answers)
Learn how to rank in ChatGPT search and appear in its answers. 7 tactics to get ChatGPT to mention and recommend your brand in 2026.
Jun 1, 2026
How to Get Mentioned by AI Search Engines
A practical playbook to get cited by ChatGPT, Perplexity & Google AI. Learn how to get mentioned by AI search engines and earn AI citations.
Jun 1, 2026
AI Brand Monitoring for B2B SaaS Companies
How B2B SaaS teams track and grow AI search visibility. A practical GEO playbook for SaaS brands to get cited by ChatGPT, Perplexity & AI Overviews.
Jun 1, 2026
AI Citation Tracking: The Complete Guide for 2026
See exactly which URLs ChatGPT, Perplexity & Google AI cite about your brand. Learn AI citation tracking — the metrics, the tools, and how to start.
Jun 1, 2026
AI Citation Tracking Tools: 7 Compared + How to Measure Citation Rate (2026)
The 7 best AI citation tracking tools for 2026, compared honestly — plus the exact formula to measure your citation rate across ChatGPT, Perplexity, and AI Overviews.
Jun 1, 2026
AI Citation Rate Benchmarks by Industry (2026)
What's a good AI citation rate? See AI citation rate benchmarks by industry for 2026, based on real platform data, and how to compare your own.
Jun 1, 2026
AI Citation Analytics: How to Turn Citations Into Strategy
Turn AI citations into strategy. A complete guide to AI content citation tracking tools and analytics — what to measure and how to act on it.
Jun 1, 2026
How AI Engines Cite Sources Differently
ChatGPT, Perplexity, Gemini & Google AI cite sources in different ways. See how each engine chooses and shows citations — and what it means for you.
Jun 1, 2026
AI Citation Drift: What It Means for Your Brand
AI citation drift is when the sources AI cites for a query change over time. Learn what causes it, why it matters for brands, and how to track it.
Jun 1, 2026
Generative Engine Optimization (GEO): The Complete Guide for 2026
Generative engine optimization (GEO) is how you get cited by ChatGPT, Perplexity & Google AI. The complete 2026 guide — tactics, tools & metrics.
Jun 1, 2026
Answer Engine Optimization (AEO): The Complete 2026 Guide
Answer engine optimization (AEO) gets your brand cited by AI. The complete 2026 guide — what AEO is, how it works, and the tactics that win answers.
Jun 1, 2026
AEO vs GEO vs SEO: What's the Difference?
AEO vs GEO vs SEO explained simply. Learn how SEO, GEO and AEO differ, where they overlap, and which your brand needs in 2026.
Jun 1, 2026
How to Optimize Content for Google AI Overviews
A practical guide to optimizing content for Google AI Overviews — how AI Overviews pick sources and the tactics to get your pages cited.
Jun 1, 2026
How to Optimize for AI Overviews (8 Tactics)
Eight proven tactics to optimize for AI Overviews and get your content cited by Google's AI. Practical, up-to-date AI Overviews optimization tips.
Jun 1, 2026
How to Optimize Content for LLMs
Learn how to optimize content for LLMs like ChatGPT and Claude — structure, schema and signals that make AI-friendly content get cited.
Jun 1, 2026
Is SEO Dead With AI?
Is SEO dead now that AI answers questions directly? The honest 2026 take — what's changed, what still works, and how SEO and GEO fit together.
Jun 1, 2026
GEO and SEO Together: A Complete Guide
How to run GEO and SEO together. A complete guide to GEO content optimization that wins both Google rankings and AI citations in 2026.
Jun 1, 2026
The GEO Checklist for Content Optimization
A practical GEO optimization checklist for every page — the on-page, technical, and authority steps to get cited by AI engines. Free download.
Jun 1, 2026
AI Brand Visibility: How to Measure and Improve It in 2026
AI brand visibility is how often AI engines name and recommend you. Learn to measure and improve your AI searchability across ChatGPT & Perplexity.
Jun 1, 2026
AI Visibility Metrics: The KPIs Every Team Should Track
The AI visibility metrics that matter — mention rate, share of voice, sentiment, citation rate, and your AI visibility score. What to track and why.
Jun 1, 2026
AI Visibility Tools Pricing Comparison (2026)
A clear pricing comparison of the top AI visibility tools in 2026 — Siftly, Profound, Peec AI, Otterly & more. See what each costs and includes.
Jun 1, 2026
LLM Brand Tracking: The Complete Guide
LLM brand tracking monitors how ChatGPT, Claude, Gemini & Perplexity mention your brand. The complete 2026 guide to tracking your LLM visibility.
Jun 1, 2026
AI Referral Traffic: How to Track and Grow It
AI referral traffic is the visitors AI engines send to your site. Learn how to track ChatGPT and Perplexity referral traffic and grow it in 2026.
Jun 1, 2026
AI Search Market Share in 2026
AI search market share in 2026 — ChatGPT, Perplexity, Gemini & Google AI Overviews usage data, and what it means for your brand's visibility.
Jun 1, 2026
How to Measure GEO ROI
Learn how to measure the ROI of generative engine optimization — the metrics, the math, and how to prove AI search optimization drives revenue.
Jun 1, 2026
AI Share of Voice: The Complete Guide
AI share of voice is your % of AI answers vs competitors. Learn the definition, the formula, what's a good score, and how to track it across engines.
Jun 1, 2026
AI Search Optimization Tools: The Complete 2026 Guide
The complete guide to AI search optimization tools in 2026 — what they do, the best options for businesses and creators, and how to choose.
Jun 1, 2026
The Best AI SEO Tools for Small Business
The best AI SEO tools for small businesses in 2026 — affordable platforms to track and grow your visibility in ChatGPT, Perplexity & AI Overviews.
Jun 1, 2026
AI Mode Tracking Software: How to Monitor Google AI Mode
AI Mode tracking software monitors your visibility in Google's AI Mode and AI Overviews. See how it works and the best tools for 2026.
Jun 1, 2026
How Do AI Search Optimization Tools Improve Rankings?
How do AI search optimization tools improve SERP rankings and organic traffic? See the mechanics, the metrics, and how to measure the lift.
Jun 1, 2026
Why Use AI Search Optimization Tools for Your Business?
Why should your business use AI search optimization tools? The benefits, the risks of ignoring AI search, and how to get started in 2026.
Jun 1, 2026
AI Brand Sentiment Tracking: How AI Describes Your Brand
Track how AI engines describe your brand — positive, neutral, or negative. A guide to AI brand sentiment tracking across ChatGPT & Perplexity.
Jun 1, 2026
AI Brand Monitoring for E-commerce
How e-commerce brands track product recommendations in AI search. Monitor how ChatGPT & Perplexity recommend your products and beat competitors.
Jun 1, 2026
The Best GEO Tools in 2026
Compare the best GEO tools in 2026: Siftly, Profound, Scrunch AI, Otterly.AI, and Writesonic. See pricing, features, and which platform fits your team.
Jun 1, 2026
How to Track AI Overviews Rankings
Learn how to track Google AI Overviews citations, share of voice, cited pages, competitor presence, and ranking movement without relying on manual screenshots.
Jun 1, 2026
Agentic Commerce: The Complete 2026 Guide
Learn what agentic commerce means, how AI agents search and buy for customers, and how brands prepare product feeds, pages, and content for AI shopping.
Jun 1, 2026
Answer Engine Optimization: The Practical Playbook
A practical AEO playbook for getting cited by AI answer engines, with readiness checks, prompt strategy, content structure, schema, and measurement.
Jun 1, 2026
The Complete Guide to llms.txt for AI Search Visibility
Learn what llms.txt is, what it can and cannot do for AI visibility, how to structure the file, and how to publish it at your site root.
