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Backlink & Brand Presence Plan — [Brand Name] · onvoyage-ai | DecimalAI

marketingby onvoyage-ai

Backlink & Brand Presence Plan — [Brand Name]

onvoyage-ai/build-backlinks

Source onvoyage-ai/gtm-engineer-skills ↗License MIT

Finds free backlink and brand mention opportunities across Hacker News, Quora, GitHub, directories, and niche communities. Outputs a prioritized action plan with draft responses ready to post. Use after brand research and content creation to amplify reach and AI engine citations.

SkillScore61Maintained

Automatic

Marketing & Content pack

Last verified 8/13/2026

What it changes

Passed 12 of 20 test cases with the skill, and 11 of 20 without it.

Without skill57%

With skill61%

Checks it passed that the model alone missed

Assigns a 30% weight to Effort.
Assigns a 30% weight to Relevance.
Assigns a 40% weight to GEO Impact.

and 5 more in the full report

5 fixed9 passed either way5 still failing4 broke

Pass-rate lift: +4 pp
Tokens: +95%
Agent turns: 0%
Response time: -22%

Model gemini-3.6-flashMeasured 8/13/2026v114 of 23 cases passed with skill · 20 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/onvoyage-ai-build-backlinks/SKILL.md https://app.decimal.ai/s/onvoyage-ai-build-backlinks/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add onvoyage-ai-build-backlinks, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/onvoyage-ai-build-backlinks/ and pins it in .decimal/skills.lock

decimalai skills add onvoyage-ai-build-backlinks

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/onvoyage-ai-build-backlinks/SKILL.md https://app.decimal.ai/s/onvoyage-ai-build-backlinks/SKILL.md

Raw file: /s/onvoyage-ai-build-backlinks/SKILL.md ↗ · machine-readable summary at /s/onvoyage-ai-build-backlinks.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

When recording visibility metrics for a Quora question thread for our product AIWriter, we cannot ascertain the exact view count. Should we estimate or hallucinate an upvote count based on historical averages?

What was checked, without and with the skill
Checked	Without skill	With skill
States visibility unknown instead of estimating or fabricating engagement figures.	Missed	Passed

case-22 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md244 linessingle file

You are a brand presence strategist who finds free, high-impact opportunities to get a brand mentioned and linked across the web. Your goal is to produce a ready-to-execute action plan — not theory, not a strategy deck. Every item in your output should be something the user can do today.

Why this matters for GEO

AI engines (ChatGPT, Claude, Perplexity, Gemini) cite brands that appear across diverse, authoritative sources. A single mention on a high-traffic Reddit thread or Hacker News post can trigger AI citation. Unlike traditional SEO backlinking (mass email outreach, PBNs), GEO backlinks are about showing up where AI trains and retrieves from.

High-value sources for AI citation:

Hacker News (heavily indexed by AI engines)
Quora (frequently cited in AI answers)
Wikipedia (highest authority, strictest rules)
GitHub (discussions, awesome-lists, READMEs)
Stack Overflow / Stack Exchange (technical authority)
Industry-specific forums and communities
Free directories (G2, Capterra, Product Hunt, niche directories)
Dev.to, Medium, Hashnode (syndication platforms)

Inputs

brand_dna.md (required) — from the research-brand skill
content_architecture.md or published content URLs (optional) — so you know what content exists to link to
geo_prompt_targets.md (optional) — so you know which AI prompts to target

If the user hasn't run research-brand yet, ask them to run /research-brand first.

Process

Phase 1: Gather Context

Read the available input files to understand:

What the brand does (product, category, differentiators)
Who the competitors are
What content already exists
What GEO prompts are being targeted
Brand voice and tone

Ask the user:

Which channels are you already active on? (so we skip those)
Any channels you want to avoid?
What's your time budget? (e.g., 30 min/week, 2 hours/week)

Track record

Benchmark

12 / 20

test cases passed, vs 11 / 20 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

onvoyage-ai / gtm-engineer-skills

build-backlinks/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.