Archive position — measured, not model output
1 like on Devpost
506 of the 7,856 archived projects have more likes, and 1,758 share exactly 1 — so this project's #2,086 place in the like-ranked listing is a tie-break inside that group, not a ranking.
Projects (log scale)
Likes on Devpost. ▲ marks this project's group.
Show the figures
| Likes | Projects | Share of archive |
|---|---|---|
| 0 | 5,592 | 71.2% |
| 1 | 1,758 | 22.4% |
| 2 | 285 | 3.6% |
| 3–4 | 132 | 1.7% |
| 5–9 | 75 | 1.0% |
| 10+ | 14 | 0.2% |
Executive Summary
The author describes a browser extension named "TikTok Influencer Acquisition Assistant" that automates the process of discovering, collecting, and organizing publicly available information on TikTok creators for influencer marketing outreach. The tool scans TikTok profile recommendations, collects data such as usernames, follower counts, bios, emails, country, and activity status, and exports it in a structured format suitable for spreadsheet import.
The project evolved from a simple data collector into a qualification system focused on identifying active and contactable creators efficiently. It uses one browser tab sequentially to avoid performance issues and platform restrictions, and incorporates logic to detect creator activity, country, and email availability.
Key commercial signals:
- The tool is built by a single individual (foster jiang) for personal use in overseas influencer marketing.
- No evidence of revenue, customers, or product-market fit beyond the author’s own workflow.
- The project is self-reported and unverified; no third-party validation exists.
- The tool targets creators in TikTok's recommendation system, not a defined customer segment.
Most important open question: Is this tool being used by others for commercial purposes, or is it purely a personal automation for the author?
What The Product Actually Is
The description states that the project is a browser extension designed to automate the process of collecting publicly available information on TikTok creators. It operates in two stages:
- Discovery: Scans TikTok profile recommendations and collects:
- Display name
- Username
- Social media profile URL
- Source creator
- Collection date
- Enrichment: For each discovered creator, it:
- Opens the profile in a single tab
- Collects public information including:
- Follower count
- Bio
- Public email (from bio, mailto links, external pages)
- External links
- Country (via another extension)
- Most recent post date
- Classifies results based on activity and contact availability
The tool is described as a workflow automation system that reduces manual work in influencer outreach by structuring collected data into an exportable format.
Positioning & Claim Evolution
The author claims the project was initially intended to collect more accounts but evolved into a creator discovery and qualification system. The evolution reflects a shift from quantity to quality of data, focusing on identifying active and relevant creators rather than just gathering large volumes of profiles.
The tool is positioned as a solution for overseas influencer marketers who spend time manually researching creators through TikTok’s recommendation features. It aims to streamline the process by automating repetitive tasks such as profile viewing, data extraction, and organization.
Target Customer & ICP
Not evidenced. The description does not identify a specific customer segment or target market beyond the author's own use case in overseas influencer marketing. No evidence of:
- Named customers
- Market segmentation
- Target personas
- Use cases beyond the author’s workflow
Business Model & Pricing Evidence
Not evidenced. The description does not contain any information about:
- Revenue streams
- Pricing models
- Monetization strategy
- Customer acquisition costs
- Sales process or channels
Technical & Delivery Signals
The project is built with Chrome APIs and uses:
- Chrome Storage API
- Chrome Tabs API
- Content scripts
- Service workers
- DOM manipulation
- CSS3, HTML5, JavaScript
Key technical features include:
- Sequential tab usage to avoid browser slowdowns
- Dynamic page content detection
- Multiple extraction methods for reliability
- Activity detection based on recent post timestamps
- Country detection via another extension
- Classification of results by email availability and activity status
The tool is described as a single-user browser extension, not a SaaS product or platform.
Traction & Maturity Signals
Not evidenced. The description does not provide any information about:
- User adoption or usage metrics
- Customer feedback or testimonials
- Product iterations or roadmap
- Market traction or growth indicators
- Revenue or monetization status
The project is presented as a personal tool built for the author’s own workflow, with no evidence of external use.
Competitive Context
Not evidenced. The description does not mention:
- Competitors in the influencer discovery space
- Existing tools or platforms for TikTok creator research
- Market positioning relative to other solutions
- Competitive advantages or differentiators
Key Risks & Red Flags
- Single-person project: Built by one individual; no team, product development, or scaling infrastructure.
- No commercial traction: No evidence of users, customers, or revenue beyond the author’s personal use.
- Unverified claims: All statements are self-reported and unverified.
- Limited scope: Designed for a specific workflow (TikTok recommendation-based discovery), not a broader market need.
- Platform dependency: Relies on TikTok’s dynamic rendering and external extensions, which may break with updates.
Diligence Questions To Ask The Founders
- How many users are currently using this tool?
- Has the tool been tested or validated by others in the influencer marketing space?
- What is the current adoption rate among users beyond yourself?
- Are there any plans to monetize or scale this tool?
- Have you considered how TikTok’s platform changes might affect functionality?
- How do you plan to address potential data privacy or compliance issues with scraping public information?
Investment/Partnership Verdict
Not evidenced. The description provides no information about:
- Financial performance
- Market opportunity size
- Product-market fit
- Team strength
- Strategic fit for investment or partnership
The project is described as a personal automation tool with no evidence of commercial viability, traction, or scalability. It does not appear to be a product ready for investment or partnership consideration at this stage.
Source
Submitted to the OpenAI 2026 hackathon on Devpost. Project home on DevPost.
The analysis above was generated by a language model from the project's own one-line description. It is not independent research and contains no verified traction, revenue or customer data.

