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Market/Categories/Business Specialist/Quill AI

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

Quill AIquillai.com

Quill AI offers AI tools for financial analysts, including an Excel add-in for model updates and a web app for querying SEC filings and earnings calls.

Business Specialistquillai.comTracked since 2026-08-211 discovery source
1KBacklinks
542Referring domains
18Domain authority
+74.0%Referring domains · 90 days

Authority & distribution

How strong is Quill AI’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

1KCurrent snapshot

Referring domains

542Current snapshot

Authority

18Domain authority · category median 22

90-day move

+74.0%Referring domains, last 90 days
At 18, Quill AI sits below 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.

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Traffic & engagement

Where Quill AI ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending Quill AI traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Quill AI is selling.

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

“Quill AI”

Quill AI offers AI tools for financial analysts, including an Excel add-in for model updates and a web app for querying SEC filings and earnings calls.

Business SpecialistSeen 2026-08-21 → 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://www.quillai.com

Observed across 1 discovery source.

Research questions

What the evidence answers about Quill AI.

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

What does Quill AI do, and what problem does it solve?

Quill AI provides AI tools designed to help financial analysts streamline their workflows. Its core offerings include an Excel add-in for updating financial models and a web application for querying SEC filings and earnings calls, solving the problem of efficiently extracting and analyzing financial data.

What are the main features or tools offered by Quill AI?

Quill AI offers two primary tools: an Excel add-in for updating financial models and a web app for querying SEC filings and earnings calls. These features are aimed at automating data extraction and analysis tasks for financial modeling.

In what product category is Quill AI classified?

Quill AI is classified in the 'Business Specialist' category. This taxonomy is assigned because it provides specialized AI tools for a specific domain-specific finance workflow.

Who is Quill AI designed for?

The product is specifically designed for financial analysts. The evidence states it offers AI tools for this professional group to help with investment research and financial data analysis.

What is Quill AI?

Quill AI is an AI-powered platform that provides specialized tools for financial analysts, including an Excel add-in for model updates and a web application for querying SEC filings and earnings calls.

5 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 Quill AI 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