# PromptLinks: Link Building Agent Template for AI Search | FlyMy.AI

> Clone PromptLinks: two research agents find publishers for a new PR article and existing articles where an editor could add your link, in one page with two CSV files.

Page: https://flymy.ai/templates/promptlinks/

Agent template v1.1 Updated 2026-10-27

# PromptLinks

Two research agents find where your brand can earn links - a new PR article or an existing article - and publish one page with both tables.

- Publishers for a new PR article, with quoted prices
- Existing articles Google and its AI Overview already cite
- One page, two CSV files, every source dated

[Clone this project](https://app.flymy.ai/projects/fleet%3A670f20dc-faf9-4024-8d73-f3875c546624) [Use from Claude / Codex](https://flymy.ai/templates/promptlinks/#start)

By FlyMy.AI · templates/promptlinks v1.1

PromptLinks and its tools: Collaborator (call time ($0.000037 per second), table 1 only; placements are separate Collaborator purchases), DataForSEO (provider charge + 15% on the shared key: $0.0023-0.0046 per Google search with the AI Overview, measured), Tavily ($0.008 per basic web search (1 credit), measured), Two research agents (the lead starts both in parallel; each bills its own model and tools), Code execution ($0.0666 per sandbox hour, billed per second; about $0.001 per run, measured), Artifact page (free; one private page on app.flymy.ai per run, $0 measured), Chat files (free; both CSV files, the results and the page in the chat, $0 measured)

## Proof

- **10 / 10** existing articles for 5 prompts on flymy.ai 2026-10-27
- **$0.10-0.15** a run of all three agents, 3-5 prompts, 4 runs 2026-10-27
- **1.5-3 min** from start to the page 2026-10-27
- **Frozen + SDK** frozen version and Python SDK runs passed 2026-10-27
- **Clone run** a copy with its two agents ran on its own 2026-10-27
- **[Public](https://app.flymy.ai/projects/fleet%3A670f20dc-faf9-4024-8d73-f3875c546624)** reference project to clone

**3** agents lead + helpers

**7** tools priced below

**on demand** runs schedule after the first report

**$0.10-0.15** per run measured

## What it does

- Table 1: publishers for a new PR article from your Collaborator catalog, with the quoted price, format, writing and a named metric.
- Table 2: published articles that rank or are cited in Google's AI Overview for your prompts, with the section, a quote, your page and an anchor.
- One private page explains both workflows and carries both CSV files, the sources, observation times and what could not be checked.
- Recommendations only: no outreach and no purchases; availability stays unknown until an editor answers.

**Ideal for** Founders, PR and SEO teams who want their brand linked where search and AI answers already look.

### Connects to

- **Collaborator** call time your account
- **DataForSEO** ~$0.003 / search shared connection
- **Tavily** $0.008 / search shared connection
- **Two research agents** 2 agents built in
- **Code execution** ~$0.001 / run built in
- **Artifact page** free built in
- **Chat files** free built in

## Project diagram

from the reference project

**The diagram as text**

- **Inputs:** Website, brand and topic, 3-10 prompts, market and language, Research budget and tables
- **Lead:** PromptLinks (claude-haiku-4-5) uses Two research agents, Code execution, Artifact page, Chat files
- **Helper:** PromptLinks - publisher researcher (gpt-6-luna) uses Collaborator, Code execution, Chat files
- **Helper:** PromptLinks - existing-article researcher (gpt-6-luna) uses DataForSEO, Tavily, Code execution, Chat files
- **Tool:** Collaborator - call time ($0.000037 per second), table 1 only; placements are separate Collaborator purchases (your own account)
- **Tool:** DataForSEO - provider charge + 15% on the shared key: $0.0023-0.0046 per Google search with the AI Overview, measured (shared FlyMy.AI connection)
- **Tool:** Tavily - $0.008 per basic web search (1 credit), measured (shared FlyMy.AI connection)
- **Tool:** Two research agents - the lead starts both in parallel; each bills its own model and tools (built into FlyMy.AI)
- **Tool:** Code execution - $0.0666 per sandbox hour, billed per second; about $0.001 per run, measured (built into FlyMy.AI)
- **Tool:** Artifact page - free; one private page on app.flymy.ai per run, $0 measured (built into FlyMy.AI)
- **Tool:** Chat files - free; both CSV files, the results and the page in the chat, $0 measured (built into FlyMy.AI)
- **Output:** Table 1: publishers for a new PR article (from PromptLinks - publisher researcher)
- **Output:** Table 2: articles to ask for a link (from PromptLinks - existing-article researcher)
- **Output:** One page with both tables and CSV files (from Artifact page)

## Day one

from the reference project

- 01 **Clone** The lead and its two research agents with their tested script. free
- 02 **Connect Collaborator** For table 1: your customer account with the site-catalog API opened. Table 2 needs nothing. free
- 03 **Answer once** Website, brand, topic, prompts, market, budget and tables in one message. free
- 04 **First page** Both agents in parallel, then one page with two tables and two CSV files. $0.10-0.15 per run

## How it runs

templates/promptlinks v1.1

Runs when you ask, in 1.5-3 minutes. Choose Schedule Agent under an answer to repeat it, for example every Monday at 09:00.

## The agent team

from the reference project

### `PromptLinks` Lead lead

Asks once, starts both research agents in parallel and publishes one page with both tables and both CSV files.

Two research agents, Code execution, Artifact page, Chat files

**Instruction excerpt**

Two research agents of yours build two tables, and you publish both as one FlyMyAI artifact page with the two CSV files. Recommendations only: nothing is bought, published or sent to anyone.

Budget: your research cap per run (default $1)

on demand or weekly, claude-haiku-4-5, last run $0.144 on 2026-10-27 (flymy.ai, 5 prompts: 10 existing articles; table 1 unavailable, the test account's catalog is closed)

### `PromptLinks - publisher researcher` Table 1: new articles

One page of your Collaborator catalog: up to 10 publishers with the quoted price, format, writing and Google AI Overview mentions. A closed catalog is reported with the fix.

Collaborator, Code execution, Chat files

**Instruction excerpt**

Recommend publishers for a new PR or sponsored article: one page of the owner's own Collaborator catalog, at most 10 publishers, saved as new_article_placements.csv. Nothing is ordered, bought or published.

Budget: half the research cap

with the lead, gpt-6-luna, last run $0.003 on 2026-10-27 (catalog closed for the test account (HTTP 403), reported with the fix)

### `PromptLinks - existing-article researcher` Table 2: existing articles

Google's top 10 and AI Overview references for your prompts plus web sources, then up to 10 articles read with robots.txt first: section, quote, your page and an anchor.

DataForSEO, Tavily, Code execution, Chat files

**Instruction excerpt**

Find existing articles where the owner could ask the editor to add a link: Google results with the AI Overview references and web sources, then bounded public reads, at most 10 rows saved as existing_article_opportunities.csv.

Budget: half the research cap

with the lead, gpt-6-luna, last run $0.062 on 2026-10-27 (flymy.ai, 5 prompts: 10 articles, research data $0.056)

## You will be asked

once, in one message

- **Which website and brand?** Your site and the name you want cited. `example.com; Example`
- **Which topic and prompts?** What the articles should cover and 3-10 searches your buyers make. `AI agent platform; best ai agent builder; run ai agents in the cloud`
- **Which market and language?** The Google market and language (default United States, English). `United States; English`
- **What budget and which tables?** Research cap per run (default $1), the highest price per new article, both tables or one. `$1; both`

Keys and passwords never go into the chat: you connect accounts on their own pages.

## What it costs

Measured on 2026-10-27

**0%** template markup or purchase fee [Usage pricing →](https://flymy.ai/pricing/)

**Price of one run**

| Item | Unit price | Per run | Cost |
|---|---|---|---|
| Google results with the AI Overview (DataForSEO) | provider charge + 15% on the shared key | 3-5 searches | $0.007-0.016 |
| Web sources (Tavily) | $0.008 per basic search | 3-5 searches | $0.024-0.040 |
| Collaborator catalog | call time, $0.000037 per second | 2 calls | under $0.001 |
| Lead: Claude Haiku 4.5 and the run check | per token | about 6 model calls | ~$0.08 |
| Two research agents: GPT-6 Luna | per token | about 8 model calls | ~$0.005 |
| Code execution, page and files | $0.0666 per sandbox hour; page and files free | 3 calls, 1 page | ~$0.001 |
| One run, 3-5 prompts, both tables | $0.10-0.15 |  |  |

Measured 2026-10-27 on the reference and a clone: $0.144 (flymy.ai, 5 prompts), $0.115 (python.org, 3 prompts, frozen), $0.102 (docs.flymy.ai, 3 prompts, Python SDK) and $0.146 (a clone, 5 prompts). Table 1 stayed unavailable in these runs (the test account's Collaborator catalog is closed); its calls cost under $0.001. Every run shows its itemised price.

## What stays yours

the same for every template

### Your connections stay yours

A copy never carries the author's keys or connections.

### Nothing runs until you answer

Clone creates the agents and a setup chat; nothing bills before your reply.

### A budget you set

5 / 20 / 50 USD per day / week / month by default; a run cannot outspend it.

## Versions

a copy keeps the version it was made from

- v1.1 2026-10-27 PromptLinks and CiteAI merged into one project: a lead with two research agents - new articles from your Collaborator catalog, existing articles from Google and its AI Overview - one page with two CSV files, a checksum-verified script hosted by FlyMy.AI.
- v1.0 2026-10-21 First public brief: Collaborator publisher research, crawler checks and disclosed model assessments.

## How to start

3 agents, 7 tools, your budget

01 - Clone in FlyMy.AI

Open the reference project and press Clone; a setup chat asks once.

[Clone this project](https://app.flymy.ai/projects/fleet%3A670f20dc-faf9-4024-8d73-f3875c546624)

02 - Your Claude or Codex

Connect FlyMy.AI with [skill.md](https://flymy.ai/skill.md) and paste the request below.

03 - API and SDK

Agents MCP `projects_copy` with `fleet:670f20dc-faf9-4024-8d73-f3875c546624`, or `client.projects.copy`.

$ SETUP REQUEST

```
Read https://flymy.ai/templates/promptlinks/template.txt and help me set up PromptLinks using my own connections. Ask for the missing inputs and budget before running it.
```

[Download brief](https://flymy.ai/templates/promptlinks/template.txt)

## FAQ

**Is this a working project or just a brief?**

A working, public reference project: a lead and its two research agents. Clone it and its first chat asks everything in one message; the page with both tables arrives in 1.5-3 minutes.

**What is the difference between the two tables?**

Table 1 lists publishers that sell a new sponsored or PR article, with the quoted price from your Collaborator catalog. Table 2 lists articles already published that rank on Google or are cited in its AI Overview for your prompts, with the section where your page fits: you ask the editor to add a link.

**Why is table 1 unavailable?**

Table 1 reads the site catalog of your own Collaborator customer account, which Collaborator opens for the API per account on request. Until it is open, table 1 comes back unavailable with that reason and what to do, and table 2 is still made.

**Does it contact publishers or buy links?**

No. It only recommends: it never writes to a publisher or an editor, never orders or buys a placement and never publishes an article. Availability stays unknown until an editor answers you.

**Will this get my brand cited by Google or ChatGPT?**

Nothing guarantees indexing, rankings or citations. The AI Overview references and Collaborator's AI Overview counts are Google observations at that time; the page does not measure what ChatGPT, Claude or Gemini cite.

**What does a run cost?**

Measured on 2026-10-27: $0.10-0.15 for a run with 3-5 prompts and both tables. Research data is about $0.04-0.06 of it, the rest the three agents' model tokens. Every run shows its itemised price.

**Can it run every week?**

Yes. After a good answer choose Schedule Agent under it with your day, time and time zone. The lead runs the frozen versions of its two agents; if FlyMy.AI asks to freeze them first, freeze each from its run in the chat, then schedule the lead.

**Illustrative example, not a live result**

```
table 1 - publish a new PR article
publisher: <domain from your Collaborator catalog>
quoted price: <amount> <currency>, writing included: <yes / no / unknown>
metric: Google AI Overview mentions <value> (Collaborator), observed <UTC time>
table 2 - add your link to an existing article
article: <URL Google ranks or cites in its AI Overview for "<your prompt>">
section: <heading> - "<quote from the article>"
suggested link: <your page>, anchor: <short phrase>
availability: unknown until the editor answers
artifact page: <private link on app.flymy.ai>
```

## Sources

[Reference project →](https://app.flymy.ai/projects/fleet%3A670f20dc-faf9-4024-8d73-f3875c546624), [Collaborator MCP →](https://flymy.ai/mcp/collaborator/), [DataForSEO MCP →](https://flymy.ai/mcp/dataforseo/), [SEO / GEO research template →](https://flymy.ai/templates/seo-geo/), [Usage pricing →](https://flymy.ai/pricing/)

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Content and connection guidance checked 2026-10-27. See linked documentation for current availability and prices.

---

For agents: the FlyMyAI operating guide (sign up, connect, run models, tools and agents) is https://flymy.ai/skill.md, and https://flymy.ai/llms.txt lists the other pages and the documentation.
