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Playbook · Marketing and e-commerce · E-commerce brands and their agencies

Turn one product photo into a week of ads. Shaped by what already runs in your category.

Product photo ads take one photo of your product and make a set of ads in the formats and angles your category already proves. With Agentik, your AI reads your product page with Firecrawl, studies the longest-running ads in your category with Adspy.sh, and makes the cutout, scenes, headlines and a short clip with image and video models on fal.ai.

Get $5 free credit See the prompt

providers
3
tools
7
example, at most
$1.09

Prices from the live catalog · updated

One request to your AI3 providers, 7 steps, one connection
  1. Step 1: Read the product pageFirecrawl$0.005
  2. Step 2: Study what runs in your categoryAdspy.sh$0.08
  3. Step 3: Cut out the productfal.aiFree
  4. Step 4: Place it in new scenesfal.ai$0.32
  5. Step 5: Write the headline on the imagefal.ai$0.12
  6. Step 6: Animate the best scenefal.ai$0.56
  7. Step 7: Write the captionsYour AI, no tool call

Paid from one prepaid balanceat most $1.09

Why 3 providers

Each provider does one part. Your AI does the rest.

No single provider covers this job. Through Agentik your AI calls each one for its part, from one connection.

  1. Firecrawl

    Your product page: name, benefits, price and the words customers use.

    1 tool · step 1$0.005

  2. Adspy.sh

    The longest-running image ads in your category, and the formats and hooks they share.

    2 tools · step 2$0.08

  3. fal.ai

    The cutout, new scenes, on-image headlines and a short clip, from BiRefNet, Nano Banana 2, Ideogram and Kling.

    4 tools · steps 3, 4, 5 and 6$1.00

Without Agentik

3 accounts, 3 API keys, 3 bills.

  • FirecrawlSign-up, card, API key, bill
  • Adspy.shSign-up, card, API key, bill
  • fal.aiSign-up, card, API key, bill

Then code to call each API, retry it and join the results before your AI can use them.

With Agentik

One connection. One prepaid balance.

  • Page reading, ad research and image and video models come from three providers through one connection.
  • Each image and each second of video is priced before your agent makes it.
  • Your AI shows the price before each call, and a call that ends in an error is refunded.

Step by step

How to turn a product photo into ads in Claude or ChatGPT. Step by step.

Prices are for this example: One product, 20 category ads studied and 5 broken down, 4 scenes, 2 headline images, one 5-second clip. They are the most each call can reserve at today’s catalog prices.

  1. Step 1: Read the product page

    Firecrawl

    Firecrawl reads the page for the product’s name, benefits, price and the words its customers use.

    Tools called in step 1
    Scrape a page to markdownfirecrawl/scrape1 pageat most $0.005

  2. Step 2: Study what runs in your category

    Adspy.sh

    The image ads that run longest in your category, and what their hooks and formats share.

    Tools called in step 2
    Search ad creativesadspy/search-creatives20 adsat most $0.04
    AI analysis of ad creativesadspy/get-creative-analysis5 adsat most $0.04

  3. Step 3: Cut out the product

    fal.ai

    BiRefNet removes the background and keeps the edges clean.

    Tools called in step 3
    BiRefNet v2fal/birefnet-v21 imageFree

  4. Step 4: Place it in new scenes

    fal.ai

    Nano Banana 2 puts the product into the scenes the brief calls for, in 4:5.

    Tools called in step 4
    Nano Banana 2fal/nano-banana-2-edit4 images in 4:5at most $0.32

  5. Step 5: Write the headline on the image

    fal.ai

    Ideogram renders legible text, so the headline is part of the picture.

    Tools called in step 5
    Ideogram 3fal/ideogram-v32 imagesat most $0.12

  6. Step 6: Animate the best scene

    fal.ai

    Kling turns the chosen image into a five-second clip with a gentle camera move.

    Tools called in step 6
    Kling O3 Profal/kling-o3-pro-image-to-video5 secondsat most $0.56

  7. Step 7: Write the captions

    Your AI

    Your AI writes a caption for each image from your page’s own words.

What you get

What you get: a set of ads in your formats. In your conversation.

You provide

  • One product photo
  • Your product page
  • Your category, in a few words

Your AI returns

  • Four scenes of your product in 4:5, ready for feeds
  • Two images with your headline written on them
  • A five-second clip of the best scene
  • A caption for each, in your page’s own words
Ad setExample layout
FormatSceneHeadlineFor
4:5 imageHome office, morningStand up to your workdayFeed
4:5 imageStudio, soft shadowBuilt for long daysFeed
5 s clipSlow push-inOn the imageReels

Placeholders: your rows come from your run.

Give this to your agent
Use my connected Agentik MCP server for this job: product photo ads. Make ads from my product photo. First ask me for the photo, my product page and my category in a few words. Read the product page with firecrawl/scrape. Find the longest-running image ads in my category with adspy/search-creatives and break down the top five with adspy/get-creative-analysis. Cut out the product with fal/birefnet-v2, place it in four scenes that fit what works with fal/nano-banana-2-edit, make two images with my headline on them with fal/ideogram-v3, and animate the best scene with fal/kling-o3-pro-image-to-video. Finish with the images, the clip, and a caption for each, using words from my page. Before running anything, inspect each tool with inspect_tool, ask me for any input you don’t have instead of inventing it, and tell me the total price. Wait for my go. At the end, tell me what Agentik charged.

The prompt

Paste it into Claude, ChatGPT, Codex or Cursor.

Once Agentik is connected, your AI asks for your inputs, checks each tool and shows the price before anything runs.

Or ask it your way

  • “Make ten 4:5 variations of this bottle on a beach at golden hour.”
  • “What do the longest-running skincare ads have in common, and can you make three like that with my serum?”
  • “Put this sneaker on a city street, a gym floor and a studio backdrop, with my headline.”
  • “Animate this image into a five-second vertical clip for Reels.”

What it costs

At most $1.09. From one balance.

Each provider’s own price, with 0% markup. Each call reserves at most the amount shown, is billed for what it actually used, and the rest is released. A call that ends in an error is refunded.

This exampleat today’s catalog prices

Firecrawl$0.005

  • Scrape a page to markdown1 page$0.005

Adspy.sh$0.08

  • Search ad creatives20 ads$0.04
  • AI analysis of ad creatives5 ads$0.04

fal.ai$1.00

  • BiRefNet v21 imageFree
  • Nano Banana 24 images in 4:5$0.32
  • Ideogram 32 images$0.12
  • Kling O3 Pro5 seconds$0.56

Total, at most$1.09

Good to know

  • Check every image before you publish: models can alter small details such as labels or logos.
  • Competitors’ ads inform your angles; copying their creative isn’t the goal.

When to use something else

For a full product shoot with exact colour matching, a photographer or a studio service is still the reference.

Questions

Product photo ads: straight answers.

Still unsure? Ask us.

Which models make the images?

BiRefNet for the cutout, Nano Banana 2 for scenes, Ideogram 3 for text on images and Kling O3 Pro for the clip, all served by fal.ai.

Couldn’t I just use fal.ai?

For the images, yes. Reading your page for the copy and studying what runs in your category need Firecrawl and Adspy.sh. Through Agentik your AI uses all three from one connection; the example costs at most $1.09.

Can it follow my brand colours?

Yes: give your agent your colours and a reference image, and it puts them in each prompt.

Keep going

More playbooks for your AI.

  • Adspy.sh, DataForSEO, Firecrawl and fal.ai

    AI video ads

    Hooks from your niche’s longest-running video ads, objections from YouTube reviews, then frames, clips, a voiceover and music.

    4 providers9 toolsexample at most $3.53

  • Adspy.sh, Firecrawl and Internet Archive

    Competitor ad research

    Their longest-running Meta and Google ads, why they work, where they send people, and how those offers changed.

    3 providers6 toolsexample at most $0.67

  • DataForSEO, Adspy.sh and Exa

    Amazon product research

    Amazon search demand, the listings that win and their sellers, seasonality, who advertises, and what buyers complain about.

    3 providers7 toolsexample at most $0.18

Browse the tools: Image · Advertising · Scraping

Run it today

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