Data-Driven Art: Turning FPL Stats into Visual Infographics and Shareable Social Cards

Turn Friday-night FPL panic into calm: fast, repeatable pipelines for eye-catching infographics and social cards

If you produce weekly Fantasy Premier League content, you know the pain: live injury updates, last-minute rotation whispers, and a clock that won't wait while you rebuild the same visual from scratch. This guide shows how to convert live FPL data into beautiful, on-brand infographics and social-ready image packs using Illustrator and After Effects — with automation, templates, and export settings that save hours every gameweek.

Why this matters in 2026

Short-form content and real-time updates continue to dominate social feeds. Publishers that combine speed with strong visual design win attention and clicks. In late 2025 and into 2026, the expectation for fast, data-driven visuals rose sharply: audiences prefer cards that summarize stats quickly and motion that highlights changes. Using automated pipelines to turn live FPL feeds into shareable assets gives weekly creators a competitive edge.

What you'll get from this guide (quick)

• Exact data sources and how to fetch live FPL JSON
• Two automated pipelines: Illustrator for static packs, After Effects for animated cards
• Scripts, CSV formats, and expression snippets you can drop into your projects
• Export settings, artboard sizes, and distribution notes for social platforms
• Licensing and monetization tips for selling templates or subscription packs

1 — Source the live FPL data (fast, reliable)

The backbone of any data-driven visual is a reliable feed. Two common sources creators use in 2026:

• Fantasy Premier League public API (JSON endpoints). The FPL API provides player stats, fixtures, form, ownership, and team news. It's the most direct source for up-to-the-minute FPL metrics.
• Publisher APIs and feeds (e.g., BBC Sport) for curated team-news updates and context. Use these for narrative copy around injuries and press-conference updates.

Quick fetch example (Node.js). Save as fetch-fpl.js and run on a schedule (Friday evening / Saturday morning):

const fetch = require('node-fetch');
  (async ()=>{
    const res = await fetch('https://fantasy.premierleague.com/api/bootstrap-static/');
    const json = await res.json();
    require('fs').writeFileSync('fpl-bootstrap.json', JSON.stringify(json));
    console.log('Saved fpl-bootstrap.json');
  })();

Or, if you prefer a no-code option, use Google Sheets + Apps Script to fetch JSON into a sheet and export CSV for Illustrator’s data variables.

What to store in your data model

Design your JSON/CSV to include the specific fields your visuals use. Example minimal structure for a weekly card pack:

{
  "gameweek": 24,
  "top_scorer": {"name":"Alex", "goals":12, "team":"MCI"},
  "most_selected": {"name":"Kane", "ownership":45.2},
  "injuries": [{"player":"John Stones","status":"Doubt"}],
  "captain_pick_pct": 38.4
}

2 — Build a repeatable Illustrator template for static social cards

Illustrator is ideal for crisp static cards and multi-artboard exports. The trick is setting a template with variables so you only swap the data each week.

Artboards & sizes (start here)

• Instagram post: 1080 x 1080 px
• Twitter/X / Facebook feed: 1200 x 675 px (or 16:9)
• Instagram Stories / TikTok cover: 1080 x 1920 px
• Thumbnail/preview: 800 x 450 px

Create each size as its own artboard in one .ai file to batch-export the full pack.

Use Illustrator Variables for CSV-driven updates

Illustrator's Variables panel lets you bind text fields and images to CSV (or XML) data sets. Workflow:

1. Create named text layers (e.g., player_name, stat_value, note_line).
2. Place image frames for player photos/club crests and name them (player_image, club_crest).
3. Open Window > Variables and map each layer to a variable.
4. Prepare a CSV where headers match variable names and the image cells point to local filenames or URLs.
5. Import Data Set > Import CSV in the Variables panel. Illustrator generates data sets you can preview, then export using File > Export > Export As > PNG (Use Artboards).

CSV sample (first two columns):

player_name,goals,player_image
Harry Kane,14,images/kane.png
Erling Haaland,18,images/haaland.png

Batch export with scripting

For large packs, use a small Illustrator script to switch datasets and export artboards. Save repeating clicks. Example pseudo-flow:

1. Load CSV into script (or read JSON and map fields)
2. For each row: set document variables, refresh document, export artboards as PNG into /exports/gameweek-24/

If you prefer not to script, you can still use the Variables panel's data sets and the Export As dialog, but scripting saves 20–60 minutes per week.

3 — Animate the top cards in After Effects (fast, data-driven motion)

Animated cards get extra reach in feeds and Reels. After Effects is ideal: you can import the same JSON datafeed used by Illustrator and drive layers with expressions.

Import JSON into After Effects and read values

Import your JSON file (File > Import) — After Effects treats it as footage. Use an expression on a Source Text layer to read a value:

var data = footage('fpl-summary.json').sourceData;
data.top_scorer.name + ' — ' + data.top_scorer.goals + ' goals';

This approach keeps your motion templates reusable: swap the JSON and the comp updates.

Motion techniques that work weekly

• Slide + number-tween: animate number changes with an expression that eases from previous to new value for a satisfying tally effect.
• Pulse on change: detect changes in an array (e.g., ownership up/down) and trigger a scale/pulse animation via expressions.
• Layered reveal: stagger player cards with position and opacity to create quick digestible sequences.
• Template MOGRTs: export Motion Graphics templates (MOGRT) for Premiere/Creators to quickly update text + JSON in a simpler UI.

AE Expression snippet: animate a numeric stat

// Put this on a Source Text property
var data = footage('fpl-summary.json').sourceData;
var endVal = data.captain_pick_pct; // e.g., 38.4
var dur = 0.8; // seconds to animate
var t0 = inPoint; // start
var progress = ease(Math.min((time - t0)/dur, 1), 0, 1);
Math.round(endVal * progress) + '%';

Automated renders with aerender

Set up a headless render on a small VM (or your desktop) using After Effects' aerender. For weekly creators this means you can push a JSON and trigger a render that outputs MP4 and GIF options into your distribution folder automatically.

/Applications/Adobe\ After\ Effects/ae_render/aerender \
  -project "fpl-pack.aep" \
  -comp "IG_1080" \
  -output "/exports/gameweek-24/ig_card.mp4"

4 — Pipeline example: From fetch to publish (recommended weekly schedule)

1. Friday 18:00 — Run the fetch script to capture latest FPL data and team news.
2. Friday 18:05 — Generate CSV for Illustrator and JSON for AE from the same canonical source. Validate fields.
3. Friday 18:10 — Illustrator: import CSV, preview datasets, export static pack (4 sizes x 6 cards).
4. Friday 18:20 — After Effects: import JSON, check comps, hit aerender for animated cards.
5. Friday 18:40 — Quick QA: check player name spellings, club crests, and injury flags. Manually override any last-minute press-conference updates.
6. Friday 19:00 — Schedule posts across platforms using your social scheduler or publish immediately for Friday night traffic.

5 — Export settings and platform tips

Static images (PNG/JPEG)

• Use PNG-24 for crisp text and logos. For smaller file size use high-quality JPEG at 85% if no transparency is needed.
• Include a 4–8px safe margin for captions/overlays that platforms may add.

Animated cards (MP4 + Lottie)

• Export MP4 (H.264, baseline/main profile) 1080p for Reels/IG/TikTok. Target bitrate 6–10 Mbps for 1080p.
• For lightweight web embeds use Lottie (Bodymovin) — great for homepage stats widgets or newsletters. Keep animations vector-only and avoid unsupported effects when exporting to Lottie.

6 — Accessibility, licensing and fact-checking (must-dos)

Accessibility: Add descriptive alt text to image posts (manually or via social scheduler). For motion, include concise captions and a pinned comment with the stat summary.

Licensing: FPL public data is generally available, but check the official FPL terms before mass-redistributing raw data. Club crests, photos, and official logos are often trademarked — use them only if you have permission or use licensed alternatives/neutral silhouettes to avoid takedowns.

Fact-checking: Always verify injury and availability updates against official club statements or press conferences. The BBC and major outlets update live — consider adding a short timestamp to every card to show freshness.

7 — Design patterns that perform for creators

• Single-stat focus: People like bite-sized insights: "Most transferred in" or "Captain pick this gameweek".
• Compare & contrast: Side-by-side player cards (e.g., "Kane vs Haaland — form & ownership").
• Visual hierarchy: Large number + name + context line. Keep copy short — visuals should answer the "so what?" quickly.
• Brand system: Reuse a color palette and typographic scale. Create 3–4 templates: hero stat, injury alert, transfer-trending, captain pick.

8 — Monetization strategies for weekly packs

Creators can turn this workflow into recurring revenue:

• Sell weekly or seasonal social-card packs on Gumroad/Ko-fi with update options.
• Offer a subscription that includes branded packs each week (formats: PNG pack + 1 animated MP4 + editable .ai/.aep files).
• Create a Patreon tier where you customize cards with a creator’s branding.
• License premium templates to smaller publishers or podcasts who want consistent weekly visuals.

9 — Advanced: Personalization & scaling (2026 trends)

In 2026, personalization and automation are practical at scale. Two notable directions:

1. Dynamic image APIs: Services like ImageMagick in serverless functions or headless Chrome can assemble personalized cards on demand for each follower (e.g., "Your captain got 10 points").
2. Templated video rendering: Run After Effects in a render farm or use cloud rendering (aerender in a container) and trigger renders with webhooks. This lets you generate hundreds of personalized clips per gameweek for influencer campaigns.

These advanced workflows increase engagement and create premium, high-touch products for fans willing to pay.

10 — Quick checklist & troubleshooting

• Fetch: Did the fetch script return 200? Is the JSON valid?
• CSV/JSON mapping: Do fields and variable names match exactly (case-sensitive)?
• Images: Are player images and crests in the expected folder and referenced correctly?
• Typography: Are fonts embedded or outlined to avoid issues when opening on other machines?
• Exports: Check one exported image and one video on mobile for cropping/legibility.

Pro tip: Keep a small "override" CSV row for urgent manual edits (misspelled names, last-minute injuries). It's faster than reworking the designer file.

Case study — One creator's 90-minute Friday routine

Sam, a weekly FPL creator, cut her creation time from 4 hours to 90 minutes by automating the pipeline described here. Her steps:

1. Automated fetch at 17:55 on Friday
2. CSV generation + Illustrator batch export (20 minutes)
3. After Effects render queue triggered via aerender for 2 animated cards (40 minutes)
4. Final QA and scheduling (10 minutes)

Sam monetizes by offering branded packs to small clubs and a $5/month Patreon tier with weekly downloadable PNG + one MP4. Her churn is low because the pack saves subscribers time and keeps feeds looking professional.

Final checklist: Files you should maintain

• Master .ai template with variables & multi-artboard export
• Master .aep with comps wired to JSON (Source Text expressions)
• Fetch script(s) and a small validator
• Export folder structure by gameweek: /exports/gw-24/{png,mp4,source}
• README with steps to re-run the weekly pipeline

Wrap-up & next steps

Turning live FPL stats into polished, shareable visuals doesn't have to be manual drudgery. Build a canonical data source, design a variables-driven Illustrator template for static packs, and wire your animated cards in After Effects to JSON. Automate exports and renders, add a quick QA pass for last-minute news, and you'll ship professional content every week without the stress.

Ready-made resources: If you want to hit the ground running, download my free starter pack: Illustrator template (+ CSV example), After Effects comp with JSON bindings, and aerender command file. It includes export presets and a short Google Apps Script to fetch FPL JSON. Use it as a base and brand it for your channel.

Want the starter pack or a custom-branded template for your channel? Click below to subscribe and get weekly templates before each gameweek — plus a short course on building your automation chain.

Call to action: Download the free starter pack and one-week trial template now, or join the weekly creators' list for automated templates delivered every gameweek. Start saving hours and turn your FPL insights into content that clicks.

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