StackSource VS Ranqo

Ranqo's answer:

Built on Next.js 16 (App Router) with Inngest orchestrating durable background workflows for tracking runs, page audits, and citation refreshes — running on PostgreSQL + Prisma (Neon-hosted).

Ranqo's answer:

AI visibility is four jobs. Most tools do one. A complete AI visibility stack covers four jobs: - Tracking what AI says about you - Diagnosing why specific pages are or aren't cited - Generating the content AI wants to cite - Prioritizing which fix to ship next

Most tools cover one or two. Ranqo does all four — across all 5 major AI platforms (ChatGPT, Perplexity, Gemini, Claude, Grok) in a single workspace. Plus 8 free tools that work without signup, for one-off audits and quick wins.

Ranqo's answer:

Most AI visibility tools cover one of the four jobs. Ranqo covers all four — tracking, diagnosis, content generation, and prioritization — in one workspace.

• Platform coverage. Ranqo tracks all 5 AI platforms (ChatGPT, Perplexity, Gemini, Claude, Grok). Profound, Otterly.AI, and Peec AI cover 2-3 — meaning you miss 40-60% of where buyers actually research.

• Page-level depth. Most competitors stop at "you were mentioned." Ranqo audits every page on your site across 6 AI-crawlability dimensions, surfaces the exact prompts driving citations, and generates AI-optimized content from visibility gaps. The full workflow from "we're invisible" to "we're cited."

• Free utility, no signup. Competitors gate everything behind a $99+ trial. Ranqo's 8 free tools — AI visibility checker, llms.txt generator, AI crawler inspector, content grader — work without an account.

AI-first by design. Legacy SEO tools bolted on "AI mode" as a feature. Ranqo was built from day one for the era where buyers ask AI before they open Google.

Ranqo's answer:

Four functions inside enterprise marketing, one shared mandate:

• Brand teams monitoring how AI platforms describe their brand alongside traditional reputation surfaces — what ChatGPT, Perplexity, and Gemini say about a brand is now as load-bearing as Wikipedia or earned media.
• In-house SEO and search teams defending organic share-of-voice as AI search reshuffles top-of-funnel demand and erodes click-through from traditional SERPs.
• Agencies managing multi-brand portfolios who need per-client tracking, benchmarking, and reporting in a single multi-tenant workspace.
• Heads of growth and CMOs at high-growth SaaS where buyers form opinions on AI platforms before ever opening Google.

Traditional SEO and brand monitoring no longer capture where buying decisions are formed — AI platforms increasingly do. Ranqo measures that surface.

Ranqo's answer:

Ranqo started from a simple observation: buyers were asking ChatGPT, Perplexity, and Gemini about products before ever opening Google — and most brands had zero visibility into what AI was saying about them.

Built by Nisha Kumari and the team for the era where AI is the new front door. Ranqo is built in public — every product update, blog post, and decision is documented at ranqo.ai.

The tagline says it directly: Be the source AI cites, not just the result Google ranks.