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Free Tool Strategy · mkurman | DecimalAI

mkurman/free-tool-strategy

SkillScore68Maintained

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give

marketingby mkurman

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Marketing & Content pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/mkurman-free-tool-strategy/SKILL.md

decimalai skills pull mkurman-free-tool-strategy --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/mkurman-free-tool-strategy/SKILL.md https://app.decimal.ai/s/mkurman-free-tool-strategy/SKILL.md

Raw file: /s/mkurman-free-tool-strategy/SKILL.md ↗ · machine-readable summary at /s/mkurman-free-tool-strategy.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 8d ago

Yes — +23% lift · at higher cost+34% tokens0% turns68% of whole cases pass with skill (15/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-06	✗→✓	▲ Improved	18%	0%
case-01	✗→✓	▲ Improved	39%	0%
case-02	✗→✓	▲ Improved	-9%	0%
case-10	✗→✓	▲ Improved	117%	0%
case-14	✗→✓	▲ Improved	48%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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

mkurman / zorai

skills/nontechnical/corey-marketingskills/free-tool-strategy/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file

Skill contents

references/

SKILL.md

Tool Types Overview

| Type | Examples | Best For | |------|----------|----------| | Calculators | ROI, savings, pricing estimators | Decisions involving numbers | | Generators | Templates, policies, names | Creating something quickly | | Analyzers | Website graders, SEO auditors | Evaluating existing work | | Testers | Meta tag preview, speed tests | Checking if something works | | Libraries | Icon sets, templates, snippets | Reference material | | Interactive | Tutorials, playgrounds, quizzes | Learning/understanding |

For detailed tool types and examples: See references/tool-types.md

Ideation Framework

Start with Pain Points

What problems does your audience Google? - Search query research, common questions

What manual processes are tedious? - Spreadsheet tasks, repetitive calculations

What do they need before buying your product? - Assessments, planning, comparisons

What information do they wish they had? - Data they can't easily access, benchmarks

Validate the Idea

Search demand: Is there search volume? How competitive?
Uniqueness: What exists? How can you be 10x better?
Lead quality: Does this audience match buyers?
Build feasibility: How complex? Can you scope an MVP?

Lead Capture Strategy

Gating Options

| Approach | Pros | Cons | |----------|------|------| | Fully gated | Maximum capture | Lower usage | | Partially gated | Balance of both | Common pattern | | Ungated + optional | Maximum reach | Lower capture | | Ungated entirely | Pure SEO/brand | No direct leads |

Lead Capture Best Practices

Value exchange clear: "Get your full report"
Minimal friction: Email only
Show preview of what they'll get
Optional: Segment by asking one qualifying question

SEO Considerations

Keyword Strategy

Tool landing page: "thing] calculator", "thing] generator", "free tool type]"

Supporting content: "How to use case]", "What is concept]"

Link Building

Free tools attract links because:

Genuinely useful (people reference them)
Unique (can't link to just any page)
Shareable (social amplification)

Build vs. Buy

Build Custom

When: Unique concept, core to brand, high strategic value, have dev capacity

Use No-Code Tools

Options: Outgrow, Involve.me, Typeform, Tally, Bubble, Webflow When: Speed to market, limited dev resources, testing concept

Embed Existing

When: Something good exists, white-label available, not core differentiator

MVP Scope

Minimum Viable Tool

Core functionality only—does the one thing, works reliably
Essential UX—clear input, obvious output, mobile works
Basic lead capture—email collection, leads go somewhere useful

What to Skip Initially

Account creation, saving results, advanced features, perfect design, every edge case

Evaluation Scorecard

Rate each factor 1-5:

| Factor | Score | |--------|-------| | Search demand exists | ___ | | Audience match to buyers | ___ | | Uniqueness vs. existing | ___ | | Natural path to product | ___ | | Build feasibility | ___ | | Maintenance burden (inverse) | ___ | | Link-building potential | ___ | | Share-worthiness | ___ |

25+: Strong candidate | 15-24: Promising | <15: Reconsider

Task-Specific Questions

What existing tools does your audience use for workarounds?
How do you currently generate leads?
What technical resources are available?
What's the timeline and budget?

Related Skills

lead-magnets: For downloadable content lead magnets (ebooks, checklists, templates)
page-cro: For optimizing the tool's landing page
seo-audit: For SEO-optimizing the tool
analytics-tracking: For measuring tool usage
email-sequence: For nurturing leads from the tool

Want to see if mkurman/free-tool-strategy would activate on your phrasing? Try it before you install — no LLM call, no signup.

Latest benchmark · publisher runVerified

8/21/2026, 18:30 UTC · 22 cases

Lift

+23%

68% vs 45%

Agent turns

1.0 vs 1.0

Tokens

+34%

2,609.59 vs 1,944.55

fail → pass · 6pass → pass · 9fail → fail · 6pass → fail · 1

Per-case results (22)

Case	Status	Duration (ms)			Turns			Tokens			Tool calls
Case	Status	Without	With	Δ	Without	With	Δ	Without	With	Δ	Without	With	Δ
case-05 We are writing an in-depth industry benchmark research report based on a survey of 500 CTOs. We want to publish it as an ungated blog post or a gated PDF download. Should we build this as an interactive software tool or publish it as a research report lead magnet?	fail→fail	16,217	23,655	+46%	1	1	0%	2,410	3,265	+35%	0	0	—
case-06 We want to launch a direct response Google Search ad campaign sending paid traffic directly to our core enterprise SaaS demo booking page. Should we build a free tool for this campaign or send traffic directly to our product landing page?	fail→pass	18,986	16,044	-15%	1	1	0%	2,649	3,122	+18%	0	0	—
case-01 I run a B2B financial software company and we are thinking about creating a free interactive pricing estimator tool to attract mid-market finance managers. Can you evaluate this tool concept for us using a structured evaluation scorecard? Please list and rate the key strategic factors from 1 to 5, tally up the overall score, and provide your final recommendation based on where our total falls in your assessment scale.	fail→pass	14,888	13,939	-6%	1	1	0%	2,348	3,272	+39%	0	0	—
case-02 We're developing a free SEO meta tag and page preview tool for digital marketers to drive qualified signups to our agency. I need a comprehensive launch strategy report that categorizes our tool type, evaluates different lead capture gating methods with pros and cons, outlines an SEO link acquisition plan, and defines our initial MVP scope specifying what core features to build first versus what advanced items to delay.	fail→pass	46,877	25,782	-45%	1	1	0%	5,333	4,829	-9%	0	0	—
case-03 Our company provides HR software, and we want to build a free tool to generate lead flow. We're trying to figure out what type of tool to make and how to build it. Can you help us brainstorm concepts based on user pain points, evaluate whether we should build custom software versus using no-code platforms, and run our top concept through your standard rating system to see if it's worth pursuing?	fail→fail	18,415	12,966	-30%	1	1	0%	2,759	2,976	+8%	0	0	—
case-04 Our SaaS company is deciding whether to build a new advanced reporting dashboard inside our paid product or release it as a free public standalone web tool. Target users must log in with enterprise single sign-on to access their proprietary company data for this report. Should this be a free marketing tool or a paid core product feature?	pass→pass	14,402	12,917	-10%	1	1	0%	1,987	2,865	+44%	0	0	—
case-07 A logistics SaaS team is debating how to position their new financial modeling utility. Engineering wants to market it as an 'audit analyzer', but marketing thinks it belongs in a quantitative calculation class. For a tool where users input fleet sizes and diesel costs to compute annual cost savings, which category classification applies and what core user decision does it facilitate?	pass→pass	7,501	7,174	-4%	1	1	0%	1,085	2,042	+88%	0	0	—
case-08 A web agency is designing a tool where users enter their site URL to scan for broken links, missing meta tags, and page speed issues, resulting in a performance score. Which tool classification fits this utility, and what user task does it fulfill?	pass→pass	7,746	5,999	-23%	1	1	0%	1,213	1,866	+54%	0	0	—
case-09 A startup founder wants to launch a free web tool that inputs industry keywords and outputs structured privacy policy text and business name ideas. Which tool classification does this fall into, and what user need does it address?	pass→pass	10,038	10,571	+5%	1	1	0%	1,489	2,036	+37%	0	0	—
case-10 A developer tool company curated a searchable database of 500 open-source SVG icons and UI code snippets for frontend engineers. Which tool classification describes this resource, and what primary purpose does it serve?	fail→pass	5,033	4,181	-17%	1	1	0%	721	1,565	+117%	0	0	—
case-11 An API platform created an interactive sandbox where developers answer diagnostic questions and test sample API calls in real time. Which tool category classification applies, and what main goal does it achieve?	fail→fail	6,965	5,127	-26%	1	1	0%	932	1,720	+85%	0	0	—
case-12 A DevOps startup wants to validate a free YAML-to-JSON converter tool. A team member suggests validating it solely by checking if competitor tools exist. What four distinct validation criteria should be evaluated before committing dev resources?	fail→fail	11,671	10,622	-9%	1	1	0%	1,795	2,510	+40%	0	0	—
case-13 A growth team is deciding between making their SEO audit tool completely ungated versus requiring an email upfront before showing any site audit results. What are the key conversion and reach tradeoffs between these two approaches?	pass→pass	25,194	14,688	-42%	1	1	0%	2,397	2,969	+24%	0	0	—
case-14 A team building a free payroll tax estimator wants to capture visitor emails without causing high drop-off rates. What two specific form design and layout practices minimize friction and increase conversion on tool landing pages?	fail→pass	22,081	10,289	-53%	1	1	0%	1,619	2,396	+48%	0	0	—
case-15 We are structuring our SEO keyword strategy for a free contract template generator tool. Should we target high-intent tool terms on the tool page itself or in supporting blog posts, and how should supporting articles be targeted?	pass→pass	14,242	15,121	+6%	1	1	0%	2,103	3,207	+52%	0	0	—
case-16 A marketing team wants to launch an interactive quiz tool within two weeks to capture lead data, but internal software developers have zero bandwidth for the next three months. Which technical implementation approach should be selected and why?	fail→fail	11,345	9,210	-19%	1	1	0%	1,801	2,340	+30%	0	0	—
case-17 We are scoping version 1 of a free headline analyzer tool. Our product manager wants to include user account registration, saved history dashboards, and multi-user team sharing. What specific recommendations apply regarding what to omit from the initial launch?	pass→pass	20,856	13,702	-34%	1	1	0%	2,010	2,874	+43%	0	0	—
case-18 We are conducting a discovery session to evaluate a proposed engineering-as-marketing tool for a SaaS company. What four strategic questions about audience behavior, lead flow, technical resources, and constraints should be asked?	fail→pass	8,663	8,248	-5%	1	1	0%	1,389	2,120	+53%	0	0	—
case-19 In the free tool evaluation scorecard, how is the maintenance burden criteria scored, and why does a lower maintenance requirement yield a higher rating score?	pass→pass	11,946	10,833	-9%	1	1	0%	1,854	2,506	+35%	0	0	—
case-20 A team runs a proposed backlink checker tool idea through the strategic evaluation scorecard and calculates a total score of 12 points out of 40. Based on the evaluation threshold rules, what decision should the team make?	fail→fail	6,082	4,851	-20%	1	1	0%	963	1,656	+72%	0	0	—
case-21 Why do interactive free web utilities generate high-authority backlinks more effectively than standard static blog posts or informational articles?	pass→fail	15,180	16,010	+5%	1	1	0%	2,144	3,041	+42%	0	0	—
case-22 A marketing team for a B2B SaaS platform is holding a brainstorming session to generate candidate free tool concepts. What four specific pain point research angles should they analyze to identify high-value tool ideas?	pass→pass	12,125	8,878	-27%	1	1	0%	1,779	2,234	+26%	0	0	—

These cases were also screened by the skill’s intent / safety pass.See the Trust review ↗Reproduce this benchmark in Colab ↗

How this skill was measured

DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +23 percentage points is the difference between those two pass rates over the 22 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.

Model measured: gemini-3.6-flash
Graded by: gemini-3.6-flash
Grading method: judged
Verification: verified
Pass rate without the skill: 45.5%
Pass rate with the skill: 68.2%
Cases attempted: 22
Cases counted toward lift: 22
Cases that regressed: 1
Skill version measured: v1
Run completed: 8/21/2026, 18:30 UTC

Measured example — same prompt, with vs. without the skill · from the benchmark run · case case-06

Prompt

We want to launch a direct response Google Search ad campaign sending paid traffic directly to our core enterprise SaaS demo booking page. Should we build a free tool for this campaign or send traffic directly to our product landing page?

Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.

Show both answers

SkillScore blends 4 signals1 of 4 complete

BenchmarkPass rate WITH skill on a verified run68

Live evalNeeds ≥20 evaluated traces in 30 days

AI ratingNeeds ≥10 rated traces

AdoptionNeeds ≥10 serves across ≥2 orgs in 30 days

Efficiency · separate axis (at equal correctness)+0% turns+42% tokens

Shown for transparency; not credited unless a verified run shows no correctness regression.

Backed by 1 of 4 signals — each added signal makes the score more robust.

Verified on gemini-3.6-flash · re-tested 7 days ago

Other measured skills in the registry, with their headline benchmark lift.