a reporting tool for small agencies

Interest over time From data

Hacker News stories mentioning reporting automation marketing (topic read as “agency reporting”), by year — 7 in total, currently rising.

1. 0 2021
2. 0 2022
3. 1 2023
4. 1 2024
5. 3 2025
6. 2 2026

This counts discussion on Hacker News, not global search demand. For developer tooling the two move together; for a local service business they do not.

Who is already building this From data

• AgriciDaniel/automated-business-analysis-workflow has 204 stars, is still maintained, and is positioned as an n8n workflow that scrapes a URL and generates a comprehensive business analysis report for agencies and freelancers.

  • github AgriciDaniel/automated-business-analysis-workflow 2025-10-31

• Fraudmarc/fraudmarc-ce has 160 stars, is still maintained, and does open-source DMARC report analysis for government agencies.

  • github Fraudmarc/fraudmarc-ce 2018-06-05

• vishalgojha/social-flow has 147 stars, is still maintained, and includes reporting as part of a guided control plane for agencies managing Meta workflows.

  • github vishalgojha/social-flow 2026-02-15

• zubair-trabzada/dataforseo-claude has 136 stars, is still maintained, and explicitly includes PDF reporting alongside keyword research, rank tracking, backlink audits, and competitor analysis.

  • github zubair-trabzada/dataforseo-claude 2026-04-30

• zubair-trabzada/ai-agency-claude has 120 stars, is still maintained, and generates professional PDF reports as part of a multi-team agency command center.

  • github zubair-trabzada/ai-agency-claude 2026-04-06

• Danilaa1/auditkit has 98 stars, is still maintained, and generates reports from local agency website audits.

  • github Danilaa1/auditkit 2026-06-02

• Nate0634034090/bug-free-memory has 35 stars, but it is stale with its last push in 2022-03-04.

  • github Nate0634034090/bug-free-memory 2022-03-04

• mdxedia/Awsome-Cash has 30 stars, but it is stale with its last push in 2017-04-06.

  • github mdxedia/Awsome-Cash 2017-04-06

What people actually say From data

• "I build reporting automations for agencies and freelancers." This is a direct first-person statement that the workflow exists and is already being automated.

  • discourse Client report workflow with a failure-alert layer — silent failures cost client trust 2026-07-06

• "silent failures cost client trust" This person says the pain is not just report creation, but reliability after the workflow is live.

  • discourse Client report workflow with a failure-alert layer — silent failures cost client trust 2026-07-06

• "I don't manage 200 sites by myself. I work at an agency. I don't do any reporting" This is a first-hand agency voice describing reporting as dropped work.

  • discourse Who else is using chat gpt for SEO? 2024-05-28

• "the painful part is usually not collecting a logo, login, or process doc once. The painful part is that nobody has a clean operating model after the workflow is live." This is a direct complaint about post-launch operations in agencies.

  • discourse Cleint onboarding 2026-06-30

• "The right reporting tool saves hours each week by automating data collection and report creation" This is first-hand framing from a small-business reporting use case, though it is not an explicit complaint.

  • tavily Reporting Tool Use Cases for Small Business (2026)

People asking to be sold to From data

• "I am available for a $99 starter project: a 24-hour AI Workflow Audit + One Automation Fix for one repeated marketing operations or agency workflow." That is an explicit willingness to buy automation help around agency reporting and ops.

  • githubissues Service: $99 CRM Cleanup, Weekly Reporting & AI Workflow Automation Consultant for Marketing Ops & Agencies - No-Login Email Intake 2026-05-13

• "Best-fit workflows: - CRM cleanup or HubSpot-style lead handoffs to consistent fields. - Weekly reporting updates to client-ready recap bullets." This shows a buyer already paying for weekly reporting automation as a service.

  • githubissues Service: $99 CRM Cleanup, Weekly Reporting & AI Workflow Automation Consultant for Marketing Ops & Agencies - No-Login Email Intake 2026-05-13

• "What is the name of the agency? 6 agencies" and "Why do you believe they should be added? NTD reporters who have expired GTFS links" This is a concrete request for a reporting-related agency list and monthly reporting cadence.

  • githubissues [Cohort Request]: Metro service area: 6 NTD reporting agencies 2023-08-14
  • githubissues [Reporting Request]: Transit agencies Cal-ITP has spoken too 2023-11-28

• "I would like to ask whether we can build a community that contains intro posts with link to original article with Discourse?" This is not buying intent for reporting software, so the data only weakly supports demand beyond automation interest.

  • discourse Intro post with link to original article with Discourse? 2019-05-09

Competitor strength From data

Counted, not judged. Only projects that expose a hard number — stars, downloads, last commit — appear here, so they stop looking identical to each other. Products with no public metrics are discussed above instead of being given a row they cannot fill.

• 8 open source
• 4 slow
• 2 active
• 2 dead
• 23 first-hand complaints
• 1 stated wants
• 3 communities discussing it

Domain names From data

Checked live against the registry, built from the subject of the idea rather than the first words of the sentence. A literal check is a fact; a brandable suggestion would be noise.

• agencyreporting.com taken
• agencyreporting.io available
• agency.com taken
• getagency.com taken