MCP简体中文Upgrade
Market/Categories/General Assistant/IngestAI

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

IngestAIingestai.io

One-stop shop for anyone looking to leverage AI.

General Assistantingestai.ioTracked since 2026-08-193 discovery sources
5.3KBacklinks
998Referring domains
38Domain authority
+0.4%Referring domains · 90 days

Authority & distribution

How strong is IngestAI’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

5.3KCurrent snapshot

Referring domains

998Current snapshot

Authority

38Domain authority · category median 22

90-day move

+0.4%Referring domains, last 90 days
At 38, IngestAI sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending IngestAI traffic?

Measured · Pro

Measured for this product: AI referral traffic.

Unlock this profileOpen the full profile

Product profile

What IngestAI is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“IngestAI”

One-stop shop for anyone looking to leverage AI.

General AssistantSeen 2026-08-19 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://ingestai.io/

Observed across 3 discovery sources.

Research questions

What the evidence answers about IngestAI.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What problem does IngestAI solve?

IngestAI is positioned as a one-stop shop for leveraging AI, aiming to solve the challenge of accessing and using AI tools. The product's tagline states it is for 'anyone looking to leverage AI,' indicating a broad, general-purpose solution. This description is sourced from the product's homepage.

What category of AI tool is IngestAI classified as?

IngestAI is classified in the 'General Assistant' category. The classification is based on its description as a 'one-stop shop' for AI with no specific workflow defined. This category contains 1066 other products for comparison.

Who is IngestAI for?

IngestAI is described as being for 'anyone looking to leverage AI,' suggesting it is intended for a very broad audience with general AI needs rather than a specific professional or technical niche. This is based on the product's homepage text.

What is IngestAI?

IngestAI is a one-stop shop platform for anyone looking to leverage artificial intelligence. It is classified as a general assistant in the AI product market.

4 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full IngestAI intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured