Digital PR for software development companies: earned media is the credibility layer your pipeline depends on

TL;DR

• 92% of B2B buyers trust third-party recommendations over branded advertising; digital PR creates those external signals no owned content can replicate.
• Data-driven stories earn 2-6x more links than opinion-only pitches and reduce cost per link by 20-50% compared to manual outreach campaigns.
• Multi-platform brand mentions are the strongest predictor of AI citation at r=0.87 — making digital PR the primary mechanism for AI discoverability.
• A single TechCrunch article generates a DA 93 backlink worth $15,000-$25,000 in SEO value; companies with 10+ monthly media mentions rank 2.5x higher for branded keywords.
• 66% of digital PR professionals now track AI citations as a key outcome, up from near-zero in 2024.

Digital PR for software development companies is the credibility layer that separates agencies on the shortlist from agencies nobody’s heard of. 92% of B2B buyers trust third-party recommendations over branded advertising. A CTO doesn’t evaluate your agency based on what your website says — they evaluate you based on what publications, peers, and AI systems say about you. Digital PR creates those external mentions: media coverage, editorial backlinks, expert citations, and the multi-platform brand presence that now drives both traditional search rankings and AI visibility. This guide covers the tactics, the data, and the 90-day playbook for earned media that compounds.

The problem: why dev agencies leave earned media on the table

67% of B2B companies treat PR as an afterthought — and dev agencies are worse. Most invest in cold email, LinkedIn ads, and Clutch profiles while ignoring the channel that builds the trust those other channels depend on to convert.

We’ve analyzed marketing approaches across 1,700+ software development agencies. The pattern is consistent: agencies spend $20K-40K per year on outbound, ads, and directory listings — channels that produce activity metrics but struggle to convert because prospects don’t trust an agency they’ve never heard of.

The missing layer is external validation. When a CTO gets your cold email, they Google your agency name. When they see your LinkedIn ad, they check whether anyone credible has mentioned you. When they ask ChatGPT for recommendations, the model looks for entities that trusted sources have cited. At every step, the prospect is looking for proof that exists outside your own marketing materials.

Digital PR creates that proof. A founder quoted in TechCrunch. A data study cited in an industry report. A case study methodology referenced on Reddit. An expert byline in a healthcare technology publication. These aren’t marketing assets you control — they’re third-party signals that confirm your expertise. And they compound: every earned mention makes the next one easier to secure, feeds SEO authority through editorial backlinks, and builds the entity presence that AI systems evaluate when deciding who to recommend.

The agencies that treat PR as an afterthought aren’t just missing a channel. They’re creating a trust gap that makes every other channel — outbound, ads, content, LinkedIn — work harder and convert less.

A single TechCrunch article generates a DA 93 backlink worth $15,000-$25,000 in SEO value. Companies with 10+ monthly media mentions rank 2.5x higher for branded and category keywords than competitors with zero PR activity. B2B PR generates qualified leads at 3-5x higher ROI than paid advertising. And 66% of digital PR professionals now track AI citations as a key outcome — because earned mentions are the primary mechanism for AI discoverability.

What digital PR actually means for software development companies

Digital PR for dev agencies is not press releases about new hires. It’s earned media that builds domain authority, creates AI-citeable entity mentions, and provides the third-party validation that converts skeptical technical buyers. The tactics differ fundamentally from consumer PR — and from the outdated press release model most agencies associate with PR.

Most dev agency founders hear “PR” and think press releases announcing partnerships, awards, or hiring milestones — content journalists ignore and AI systems don’t cite. That’s traditional PR, and it’s largely ineffective for B2B services firms. Digital PR is a different discipline.

Digital PR for B2B services firms differs from consumer PR in fundamental ways. Consumer PR chases mass awareness. B2B digital PR builds targeted credibility with a specific buyer community. The channels are different (trade publications and LinkedIn, not TikTok and Instagram), the content formats are different (data-driven reports and expert commentary, not lifestyle features), and the measurement is different (pipeline influence and domain authority, not impressions and sentiment).

For dev agencies specifically, digital PR serves four functions simultaneously:

1. Authority building. Editorial backlinks from industry publications compound SEO value over months and years. 5-15 high-authority domains consistently outperform 50+ low-value mentions for rankings.

2. AI discoverability. Multi-platform brand mentions are the strongest predictor of AI citation (r=0.87 correlation). Every earned mention feeds the entity recognition that ChatGPT, Perplexity, and Google AI Overviews use to decide which agencies to recommend.

3. Sales enablement. When prospects mention a TechCrunch article during a sales call, objection handling becomes dramatically easier. B2B companies with active PR programs see 34% faster deal velocity — prospects arrive pre-validated.

4. Trust bridge. Earned coverage lifts branded search demand by 10-40% within 7-30 days. The prospect who Googles your agency name after seeing a media mention enters your pipeline with fundamentally different trust levels than one who clicks a cold email.

Why digital PR now drives AI visibility — the 2026 shift

66% of digital PR professionals now track AI citations as a key outcome. The reason: multi-platform brand mentions — exactly what digital PR produces — are the strongest predictor of AI citation at r=0.87. Digital PR has evolved from an SEO tactic into the primary mechanism for AI discoverability.

The biggest shift in digital PR over the past 12 months isn’t about journalist relationships or media databases. It’s about AI.

92% of enterprise brands are invisible to ChatGPT. Only 38% of AI citations come from top-10 organic results — down from 76%. The #1 organic Google position yields only a 33% AI citation rate. Traditional SEO signals — backlinks, keyword rankings, domain authority — correlate weakly with AI citation (r=0.37 for backlinks). Multi-platform brand mentions correlate strongly (r=0.87).

This decoupling has transformed digital PR from a “nice to have” for link building into the primary mechanism for AI discovery. Here’s why:

AI citation runs on text-based authority, not hyperlink-based authority. Google’s algorithm counts links. AI systems count mentions — your brand name appearing in context across multiple trusted platforms. A Clutch review, a Reddit recommendation, a Forbes quote, a podcast mention, and a conference talk each add a mention signal that AI aggregates when deciding who to recommend.

The indirect citation strategy is a PR play. The fastest path to AI visibility isn’t optimizing your own website — it’s getting mentioned on domains AI already trusts. Clutch.co has an 84.5% citation share in ChatGPT responses. Reddit appears in 46.7% of Perplexity citations. High-trust editorial outlets feed 96% of Google AI Overview citations. Getting your agency mentioned on these platforms is digital PR’s core function.

Entity mentions compound differently than backlinks. Backlinks from a single campaign produce a one-time authority boost that decays. Entity mentions across multiple platforms create an ongoing signal that AI systems recognize and reinforce over time. The more platforms where your agency is mentioned in context, the more confidently AI recommends you.

The citation concentration window is closing. The top 1% of domains capture 64% of all AI citations. 96.8% of cited domains see zero change week-over-week. Once an agency establishes citation positions, it becomes significantly harder to displace. Digital PR is the fastest path to building the multi-platform presence that locks in AI citations.

Digital PR that generates multi-platform mentions is no longer just an SEO tactic. It’s the primary mechanism for building the entity presence that determines whether AI recommends your agency or your competitor.

The four tactics that earn coverage for software development agencies

95.9% of digital PR practitioners use data-led content as their most effective tactic. For dev agencies, data-driven stories are the highest-leverage play — but founder thought leadership, newsjacking, and expert commentary each serve distinct functions in a complete digital PR strategy.

1. Data-driven stories — the foundation

Data-led campaigns earn 2-6x more links than opinion-only pitches. Campaigns built on original data reduce cost per link by 20-50%. First-party insights from project and platform data boost journalist response rates by 15-35%. This is the single most reliable path to earned coverage for dev agencies.

What this looks like for a software development agency:

• Proprietary benchmark reports. Aggregate anonymized data from your projects: average deployment timelines by industry, migration cost ranges, technology adoption patterns, team productivity metrics. “We analyzed 200 cloud migrations and found that 73% exceed timeline estimates by 40%” — that’s a story journalists will cover.

• Industry surveys. Survey 100-200 CTOs or engineering leaders on a specific topic — AI adoption, outsourcing trends, technical debt management. “State of Software Development Outsourcing 2026” with 200+ respondents produces consistent annual coverage. Survey-based research costs $15,000-35,000 but generates 5-10 tier-one placements.

• Trend analysis from real project data. Track technology choices across your engagements and publish the patterns. Which frameworks are gaining adoption? What compliance requirements are causing delays? Where are budgets shifting?

The key is a clear “new finding” — a specific, counterintuitive, or noteworthy data point that journalists can anchor a story around. “Cloud migration is complex” isn’t a story. “73% of enterprises underestimate migration timelines by 40%, costing an average of $280K in unplanned engineering hours” is.

2. Founder and executive thought leadership

Founder bylines drive approximately 40% of placements for technology companies. A CTO writing about infrastructure challenges carries 10x more credibility than a company blog post. 29% of PR professionals cite executive visibility as a top opportunity in 2026.

What this looks like for a dev agency founder:

• Bylines in vertical publications. Write for the publications your buyers read — not generic tech media. A healthcare-focused dev agency should target Healthcare IT News, Digital Health, and Health Data Management. A fintech-focused agency should target American Banker, Fintech Magazine, and Payments Source.

• Contrarian takes backed by data. “Why Your Microservices Migration Will Probably Fail — and What to Do Instead” backed by project data is exactly what editors want: a specific opinion from someone who’s done the work, supported by evidence. Contrarian takes lift pickup rates by 10-35%.

• Technical decision frameworks. “When to Choose Go Over Java for Financial Services Applications” — specific, opinionated, based on real engineering experience. These pieces position the founder as a practitioner, not a marketer.

• Topics that work: “Why Traditional [Category] Tools Fail [Use Case],” “What [Industry] Gets Wrong About [Problem],” “How AI Will Transform [Category] in the Next 3 Years” — each must be substantive and specific, not generic.

3. Newsjacking and reactive PR

Fast-follow commentary tied to breaking news lifts pickup by 20-50%, but timing windows are tight. 60-80% of journalist responses arrive within 48 hours of initial send. The agencies that win reactive PR have commentary ready before the story peaks.

High-opportunity moments for dev agencies:

• Major tech acquisitions or funding rounds in verticals you serve — what does the acquisition mean for the market?
• Security breaches affecting industries where you build software — what should companies be doing differently?
• Regulatory changes (HIPAA updates, financial compliance shifts, data privacy laws) — how does this affect software requirements?
• Platform or framework changes (new React version, Go releases, cloud provider shifts) — what are the engineering implications?
• AI developments — as the industry obsesses over AI, dev agencies with real project experience have credible opinions most commentators don’t.

The rule: Only newsjack when you have genuine expertise. Opportunistic commentary without substance damages credibility. If your agency builds healthcare software, your founder can credibly comment on healthcare data breaches. They probably shouldn’t comment on cryptocurrency regulation.

4. Expert commentary and journalist relationships

Expert commentary remains a significant coverage channel despite platform upheaval in 2026. Connectively (formerly HARO) has been unreliable — sold, rebranded, closed, and reopened. But the model of connecting subject matter experts with journalists is thriving through alternatives: Qwoted, Terkel, Featured.com, PressPulse.ai, and Source of Sources.

The shift toward manual relationship building: 32.4% of digital PR professionals now build media lists manually — up from 25% — because databases contain outdated information (62.8% cite this as the main challenge). With roughly 3,000 journalist layoffs in 2025, beats have shifted and contacts have changed.

For dev agencies, expert commentary works best when:

• The founder or CTO responds to queries within their actual domain of expertise
• Responses include specific data points or project references, not generic opinions
• The commentary is short — pitches under 300 words see the best results
• Follow-up is minimal — 55.4% of PR professionals follow up only once, because reply rates drop sharply after that

Building journalist relationships over time: Warm outreach converts 2-4x better than cold. The agencies that consistently earn coverage aren’t pitching strangers — they’re providing valuable commentary to journalists they’ve built relationships with over months. Start by responding to journalist queries reliably and helpfully. The byline opportunities and proactive pitches come after trust is established.

The 90-day digital PR playbook for software development companies

This plan sequences digital PR activities by dependency and time-to-impact. Foundation work (positioning, media assets, and list building) comes first. Active campaigns and relationship building follow. Measurement and scaling come third.

Days 1-30: Foundation — assets, positioning, and media infrastructure

Lock your niche and messaging before pitching anyone. Digital PR amplifies whatever position you hold. If your positioning is “we build custom software for companies,” no journalist has a reason to quote you — you’re not an expert in anything specific. If your positioning is “we’re the healthcare API integration specialists who’ve completed 47 HIPAA-compliant integrations,” that’s a credible source for any healthcare technology story.

Your positioning determines your entire PR strategy: which publications to target, which journalists to build relationships with, which data stories to create, and which news events to comment on.

Create your media kit and expert profiles. Build these assets before you need them:

• Founder and expert bios — 100-word and 250-word versions for each spokesperson. Include specific credentials, project history, and areas of expertise. Link to LinkedIn profiles with verifiable activity.
• Data assets — identify 2-3 proprietary data sets from your project work that could fuel stories. What trends do you see across engagements? What benchmarks can you share?
• Headshots and company information — professional photos and a standard company description ready to send on request.
• Topic authority list — the 10 specific topics your founders can credibly comment on, with 2-3 talking points for each.

Build your initial media list manually. Identify 30-50 journalists who cover your niche. Focus on:

• Trade publications in your target verticals (e.g., Healthcare IT News for healthcare dev agencies)
• Technology publications that cover development and engineering topics
• Business publications with technology beats
• Podcasts in your vertical — podcast appearances produce show notes backlinks and transcripts that feed AI training data

Use BuzzStream (44.6% of pros) or Muck Rack (46.6%) for organization, but do the research manually. 48% of journalists say they seldom or never receive relevant pitches — the bar for relevance is low if you actually match the beat.

Optimize your external profiles for entity consistency. Ensure your Clutch profile, G2 page, LinkedIn company page, Crunchbase entry, and industry directory listings use identical niche positioning language. AI systems evaluate entity coherence — and journalists do background research. Inconsistent descriptions raise red flags for both.

Days 31-60: First campaigns — data study and expert commentary

Launch your first data-driven story. Take one of the proprietary data sets you identified and turn it into a shareable report:

1. Find the headline stat. What’s the most surprising, counterintuitive, or noteworthy finding? “73% of enterprises underestimate migration timelines by 40%” works. “Migrations are complex” doesn’t.
2. Create a clean one-page summary. Visual-first assets (simple charts, key stats, headline finding) lift journalist response rates by 10-25%. Journalists need assets they can embed.
3. Write a blog post with the full data. This becomes the linkable asset. Structure it with answer capsules and self-contained passages that AI can extract.
4. Pitch 20-30 journalists with a personalized email referencing their recent coverage. Keep the pitch under 300 words. Lead with the finding, not your company.
5. Follow up once within 48 hours if no response. Don’t follow up again — reply rates drop sharply.

Expected results: A strong data study earns 5-30 referring domains. A single top-tier placement can drive 20-50% of total links through syndication. Link velocity spikes are common — 30-70% of links arrive in the first 7 days.

Start responding to journalist queries. Set up alerts on Qwoted, Featured.com, and PressPulse.ai for your expertise areas. Respond quickly (within hours, not days), provide specific data or examples, and keep responses concise. This builds journalist relationships and earns ad-hoc mentions that compound over time.

Pitch 2-3 byline articles. Target vertical publications where your buyers spend time. Bylines take longer to place (3-6 weeks from pitch to publication) but carry significant authority: they position your founder as a named expert in the specific vertical, creating exactly the E-E-A-T signal that Google AI Overviews require for citation.

Days 61-90: Relationship building, newsjacking, and scaling

Activate reactive PR. Set up monitoring for news in your verticals — major acquisitions, security incidents, regulatory changes, funding rounds. When a relevant story breaks:

1. Draft commentary within 2-4 hours (speed matters — 81% of PR pros secure coverage within a week of pitching)
2. Reference your specific experience — “We’ve built 12 systems subject to this regulation” — not generic reactions
3. Pitch the 5-10 journalists you’ve built the strongest relationships with in your first 60 days

Plan your second data campaign. The first campaign taught you which angles resonate, which journalists respond, and which publications cover your niche. Apply those learnings:

• Did healthcare publications respond? Double down with healthcare-specific data.
• Did certain data points get picked up more than others? Create a deeper study around the strongest finding.
• Did a specific journalist engage? Pitch them proactively with an exclusive finding before the full study launches.

Build evergreen linkable assets. Tools, calculators, templates, and benchmarks earn links passively over time — 30-60% of total links arrive after the first month. For dev agencies:

• Technology comparison tools. “React Native vs. Flutter: Decision Framework for Healthcare Apps” — structured as an interactive guide.
• Benchmark databases. “Average Development Costs by Industry and Project Type” — updated quarterly with new data.
• Templates and frameworks. RFP templates, vendor evaluation scorecards, migration checklists — practical tools your buyers actually use.

Scale the operation. By day 90, you should have:

• An established media list of 50+ journalists who know your name
• 1-2 data studies generating ongoing coverage and links
• A regular cadence of expert commentary and reactive PR
• Baseline metrics for domain authority, branded search, and AI citations

How to choose a digital PR agency for software development companies

Choosing a digital PR agency for a dev shop means finding a partner that understands B2B technology services, can create data-driven stories from your project work, and measures results beyond clip counts. Most PR agencies default to consumer playbooks that don’t translate.

We’ve evaluated ten digital PR agencies against these criteria — see our ranked list of digital PR agencies for software development companies.

Red flags when evaluating digital PR agencies for your dev shop: they lead with press release distribution as their primary tactic, they can’t show B2B technology client results, they measure success by “impressions” or “AVE” rather than links and pipeline influence, they don’t mention AI visibility or SEO integration, and they haven’t heard of data-driven PR campaigns.

The strongest digital PR work for dev agencies happens when PR integrates with your content marketing and SEO strategy. PR-generated backlinks improve rankings. Rankings generate traffic. Traffic generates data for the next PR campaign. This compounding loop — not isolated press hits — is what separates effective digital PR from expensive clip counting.

What digital PR services should include for software development companies

A complete digital PR engagement for a dev agency covers five deliverables: strategy and positioning alignment, data-driven campaign creation, journalist outreach and relationship management, AI visibility integration, and measurement infrastructure. Missing the data layer or AI visibility component leaves the highest-value work undone.

The data-driven campaign layer is what separates effective B2B digital PR from glorified press release distribution. If your PR agency isn’t turning your proprietary data into newsworthy stories, they’re missing the 2-6x link multiplier that data-driven campaigns deliver over commentary-only approaches.

The AI visibility integration is the 2026 differentiator. 66% of digital PR professionals now track AI citations — but most agencies haven’t built the infrastructure to deliver it. Ask whether your PR partner monitors AI citation outcomes, understands which platforms each AI engine trusts, and structures earned content for LLM extraction.

Measuring digital PR: beyond clip counts

Quality links (85.1%) is the top metric for digital PR professionals in 2026, followed by total mentions (72.3%) and AI citations (55.4%). Organic traffic importance dropped from 78% to 63.5% as the industry recognizes that PR’s value extends beyond Google rankings into brand trust, AI discoverability, and pipeline influence.

What to track

Quality backlinks. The primary SEO output of digital PR. Track referring domains, domain authority of linking sites, and anchor text distribution. A single campaign generating 15-50 links from DA 70+ sites produces more ranking value than months of outreach-based link building. Anchor text from earned media runs 60-85% branded or URL-heavy — safer for long-term SEO than keyword-heavy paid placements.

Branded search lift. The most reliable leading indicator of PR impact. Earned coverage lifts branded search demand by 10-40% within 7-30 days. Monitor “[Your Agency] reviews” and “[Your Agency] + [niche keyword]” in Google Search Console. This metric also correlates with AI citation probability (r=0.334 — the strongest single predictor).

Total mentions. Count your agency’s name appearing in context across all media — publications, podcasts, social media, forums. Multi-platform brand mentions are the strongest predictor of AI citation (r=0.87). Unlinked mentions outnumber linked mentions by 2-5x, but they still carry entity value for AI discoverability.

AI citations. Track how often AI systems recommend your agency for relevant queries. Test 15-20 niche-specific queries monthly across ChatGPT, Perplexity, and Google AI Overviews. 55.4% of digital PR professionals now track this — up from near-zero in 2024. This is the fastest-growing PR metric and the most directly connected to pipeline in an AI-first discovery environment.

Referral traffic quality. Visitors from earned media links convert 10-30% higher than average organic traffic. Track referral traffic from major placements: which publications send visitors who engage, and which send drive-by traffic that bounces?

Pipeline influence. The hardest to measure and the most important. Add “How did you hear about us?” to every lead form — open text, not a dropdown. When prospects write “I saw your CEO quoted in HealthcareITNews” or “found your data study on cloud migration costs,” that’s attribution no analytics tool captures. A single Forbes feature has been shown to produce 34% faster deal velocity — prospects reference the coverage during sales calls.

The attribution challenge

PR attribution usually undercounts impact. The CTO who reads your founder’s byline in TechCrunch, Googles your agency name three weeks later, clicks a Google ad, and then fills out a form gets attributed to paid search — not PR. Track assisted conversions, branded search lift, and self-reported attribution together to build a more complete picture.

Most measurable lift appears in 30-90 days, with SEO effects lagging behind brand lift and referral traffic spikes. PR combined with on-site content improvements compounds outcomes — total organic lift runs 15-35% higher than PR alone.

Recommended cadence

• Weekly: Monitor journalist query platforms (Qwoted, Featured.com) and news in your verticals for reactive opportunities
• Biweekly: Track new backlinks and referring domains from active campaigns
• Monthly: Full branded search analysis, AI citation check across 15-20 queries, referral traffic quality review
• Quarterly: Campaign performance review, media list refresh, strategy adjustment based on which angles and publications delivered results

Key terms

Digital PR — An earned media discipline that produces editorial backlinks, third-party brand mentions, and AI citations through data-driven stories, expert bylines, and journalist relationships. Unlike traditional PR, digital PR measures success by backlinks, branded search lift, and pipeline influence — not media impressions or AVE.

Earned media — Coverage secured through the merit of your content or expertise rather than paid placement. For dev agencies, earned media includes journalist-written articles citing your data, byline placements in trade publications, podcast appearances, and expert commentary in news coverage. Earned media generates the external validation that paid and owned media cannot replicate.

Data-driven PR — PR campaigns anchored in original, proprietary data (benchmark reports, survey findings, project analysis) rather than opinion or company news. Data-driven stories earn 2-6x more links than commentary-only pitches and reduce cost per link by 20-50% because a single newsworthy study generates multiple placements simultaneously.

Newsjacking — Inserting expert commentary into breaking news coverage relevant to your niche. Fast-follow commentary tied to breaking news lifts pickup by 20-50%, but the timing window is tight — 60-80% of journalist responses arrive within 48 hours of the initial news event.

Domain authority (DA) — A third-party metric (Moz) estimating the ranking strength of a domain based on its backlink profile, scaled 1-100. Editorial links from DA 70+ publications carry the most SEO value; a single TechCrunch placement (DA 93) produces more ranking authority than dozens of links from low-DA sites.

Entity mention — Any appearance of your agency name in context on a third-party platform, with or without a hyperlink. Unlinked mentions outnumber linked mentions by 2-5x and still carry AI entity value — AI citation correlates with multi-platform mentions (r=0.87), not just backlinks.

How 100Signals approaches digital PR for software development companies

Digital PR is the credibility layer in the 100Signals system. When a target account’s CTO gets your outbound email, they Google your agency. When they ask ChatGPT for recommendations, the model checks for entity mentions. When they browse LinkedIn, they see your founder quoted in their industry’s publications. Every touchpoint either confirms or undermines your agency’s credibility — and digital PR is what builds the external confirmation that no amount of self-promotion can replicate.

In the 90-day engagement, digital PR integrates with every other channel. SEO content is structured to earn editorial links. Content marketing produces the data assets that fuel PR campaigns. LinkedIn content from named experts creates the founder visibility that makes journalist outreach warmer. AI visibility monitoring identifies which platforms to target for entity mentions. The PR strategy doesn’t sit in isolation — it amplifies everything else and is amplified by everything else.

What we deliver in Sprint PR: proprietary data campaigns built from your project data and niche intelligence, founder positioning in vertical publications your buyers read, entity mention building on platforms each AI engine trusts, and ongoing media relationship management. Every placement is measured by its contribution to domain authority, AI citation frequency, and pipeline influence — not clip counts.

Two tiers: Authority covers the niche authority foundation — SEO content, domain placements, and editorial link building that compounds over time. System adds the full go-to-market layer with dedicated digital PR execution: data campaigns, founder bylines, expert commentary, reactive PR, and multi-platform entity building. Both run for 90 days, async, with weekly reporting.

The agencies earning media coverage aren’t the ones with the biggest PR budgets. They’re the ones with a clear niche position, proprietary data worth reporting, and founders willing to put their name and expertise on the record. The PR amplifies what already exists — it can’t create expertise from nothing. See how it works →