Pitch your Startup, App or Hardware or post a Startup Event or Startup Job
Company profile:
Startup name: Abfig
Tagline: Create AI-drafted graphical abstracts from abstract text or sketches.
Elevator Pitch: Abfig focuses on graphical abstracts for research: start from abstract text or a sketch, refine the whole image or inpaint a selected region, choose journal size presets or custom dimensions and DPI, then export RGB PNG or TIFF and check dimensions, DPI and format.
Target Market: Researchers preparing graphical abstract drafts.
How will you make money?: Paid one-time packs start at US$4.99 for 40 credits; credits and paid features are valid for 365 days. No subscription is required for this pack.
How much capital have you raised?: null
Website: https://abfig.com/
City/Country: null
AI-assisted summary:
Abfig is a browser-based AI tool that turns a research-paper abstract or rough sketch into a draft graphical abstract or conceptual scientific figure, aimed at researchers preparing work for journals, conferences, or presentations. (Source: https://abfig.com/)
Its central proposition is practical rather than scientific: help authors produce visual drafts at journal-oriented dimensions and export them as PNG or TIFF files, while keeping the researcher responsible for accuracy, rights, disclosure, and submission compliance. (Source: https://abfig.com/)
Problem and target users
Researchers often need to communicate complex methods, mechanisms, workflows, or findings in a single visual summary, but publication requirements for image dimensions, resolution, formats, and AI use vary by publisher and journal. (Source: https://abfig.com/journals)
Abfig is positioned for researchers who do not want to begin in a blank design canvas or learn specialist illustration software, particularly authors creating graphical abstracts, visual abstracts, mechanism diagrams, and workflow-style figures. (Source: https://abfig.com/)
The compliance issue is material: Elsevier says authors remain responsible for checking AI-generated output, protecting privacy and intellectual property, and disclosing applicable AI use. (Source: https://www.elsevier.com/about/policies-and-standards/generative-ai-policies-for-journals)
Elsevier also distinguishes between explanatory visuals, data visualizations, primary research images, and graphical abstracts; authors therefore cannot assume that a technically polished AI-generated image is automatically permissible for a particular submission. (Source: https://www.elsevier.com/about/policies-and-standards/generative-ai-policies-for-journals)
Product and solution
Users can paste an abstract or upload a rough sketch, then have Abfig generate an image-based visual draft for review. (Source: https://abfig.com/)
The product offers whole-image “Refine” edits through text instructions and an “Inpaint” workflow that lets users mask a selected region and ask the system to redraw that area. (Source: https://abfig.com/)
Abfig currently advertises built-in presets for Nature, Cell, Elsevier, and ACS, with preset dimensions and DPI settings based on published guidelines; it also maintains a reference of technical specifications for 15 publishers or journal groups. (Source: https://abfig.com/; Source: https://abfig.com/journals)
Exports are raster RGB PNG or TIFF files, rather than individually editable vector objects, which makes the product better suited to rapid image drafting than to highly controlled, layer-by-layer scientific illustration. (Source: https://abfig.com/terms)
That limitation is important in a research setting: Abfig explicitly describes its generated material as an AI draft for author review and says authors must verify labels, scientific meaning, rights, and the target journal’s current rules. (Source: https://abfig.com/; Source: https://abfig.com/terms)
Business model, pricing signals, and traction
Abfig uses a credit-based freemium model: visitors can preview a watermarked 1000-pixel draft without an account, while downloads of new artwork require paid access. (Source: https://abfig.com/)
The company advertises one-time credit packs starting at $4.99, alongside monthly credit plans for users who generate work regularly. (Source: https://abfig.com/)
Eligible new accounts can receive up to six one-time starter credits, with no daily or monthly free-credit refill. (Source: https://abfig.com/)
For users handling unpublished research, the terms deserve close reading: Abfig states that submitted content may be processed through its AI models and that anonymized data may be used for service improvement and model training; its terms also state that generated content may be used for improvement, training, and showcase purposes unless a user opts out in account settings. (Source: https://abfig.com/terms)
Expert take
Abfig’s strongest positioning is its narrow workflow focus: it combines AI image drafting with publication-format awareness, rather than competing as a general-purpose design suite.
The opportunity is real for time-constrained researchers, but its adoption ceiling may be determined less by image generation quality than by publisher policy, institutional privacy requirements, and researchers’ willingness to trust raster AI output for publication-facing work.
For founders and investors, the key question is whether Abfig can build defensibility around compliance, provenance, privacy controls, and reliable scientific review workflows—not simply faster visual generation.
Note: Information based on publicly available sources at the time of writing, and summarized by AI.
Pitch your Startup, App or Hardware or post a Startup Event or Startup Job
About the Author
