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Code for America isn't optimized for AI search yet.

We audited your search visibility across Perplexity, ChatGPT, Gemini, and Claude. Code for America was cited in 1 of 5 answers. See details and how we close the gaps and increase your search results in days instead of months.

Immediate in-depth auditvs. 8 months at agencies

Code for America is cited in 1 of 5 buyer-intent queries we ran on Perplexity for "civic tech software." Competitors are winning the unbranded category answers.

Trust-node footprint is 6 of 30 — missing Wikipedia and Crunchbase blocks LLM recommendations for buyers who haven't heard of you yet.

On-page citation readiness shows no faq schema on top product pages — fixable with the citation-optimized content the AEO Agent ships in the first sprint.

AI-Forward Companies Trust MarketerHire

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30,000+
Matches Made
6,000+
Customers
Since 2019
Track Record

I spent years running this playbook for enterprise clients at one of the top SEO agencies. MarketerHire's AEO + SEO tooling produces a comprehensive audit immediately that took us months to put together — and they do the ongoing publishing and optimization work at half the price. If I were buying this today, I'd buy it here.

— Marketing leader, formerly at a top SEO growth agency

AI Search Audit

Here's Where You Stand in AI Search

A real audit. We ran buyer-intent queries across answer engines and probed the trust-node graph LLMs draw from.

Sample mini-audit only. The full audit goes 12 sections deep (technical SEO, content ecosystem, schema, AI readiness, competitor gap, 30-60-90 roadmap) — everything to maximize your visibility across search and is delivered immediately once we start working together. See a sample full audit →

20
out of 100
Major gap, real upside

Your buyers are asking AI assistants for civic tech software and Code for America isn't being recommended. Closing this gap is the highest-leverage move available right now.

AI / LLM Visibility (AEO) 20% · Weak

Code for America appears in 1 of 5 buyer-intent queries we ran on Perplexity for "civic tech software". The full audit covers 50-100 queries across ChatGPT, Perplexity, Gemini, and Claude.

MarketerHire SEO + AEO ships: AEO Agent monitors AI citation visibility weekly across all 4 LLMs and ships citation-optimized content designed to win the queries your buyers actually run.

Trust-Node Footprint 20% · Weak

Code for America appears in 6 of the 30 trust nodes that LLMs draw from (Wikipedia, G2, Crunchbase, Forbes, HBR, Reddit, YouTube, and 23 more).

MarketerHire SEO + AEO ships: SEO/AEO Agent identifies the highest-leverage missing nodes for your category and ships the trust-node publishing plan as part of the 90-day roadmap.

SEO / Organic Covered in full audit

Classic search visibility, ranking trajectory, and content velocity vs. category competitors. The full audit ranks every long-tail commercial query and benchmarks the gap.

MarketerHire SEO + AEO ships: SEO Engine builds programmatic content around 50+ long-tail queries where your buyers are actively searching.

Paid Acquisition Covered in full audit

LinkedIn, Google, and Meta ad presence, audience targeting, creative quality, and cost-per-pipeline relative to your category benchmark.

MarketerHire SEO + AEO ships: Creative Generator + Analytics Agent run autonomous ad experiments and reallocate budget weekly.

Content, Lifecycle & Outbound Covered in full audit

Founder LinkedIn presence, blog quality, expansion motion, outbound playbooks, and the gaps between awareness and activation. Mapped to a 90-day execution plan.

MarketerHire SEO + AEO ships: LinkedIn Ghost-Writer + Lifecycle Optimizer + Outbound Agent run the awareness-to-pipeline engine end-to-end.

Live citation panel — 5 buyer-intent queries

best civic tech software in 2026 not cited expand ↓

35 competitors cited in this response (names redacted; full audit names them).

No single "best" civic tech software exists for 2026, as rankings depend on specific needs like engagement, permitting, budgeting, or contract tracking; top options include **Competitor A**, **Competitor B**, and **Competitor C IQ** based on recent lists.[1][3][4][5] ### Competitor D Competitor E and Competitor F stand out across 2026-focused sources for government efficiency, engagement, and innovation: - **Competitor A**: Competitor G among the top 20 government software solutions, it handles permitting, licensing, inspections, and compliance for cities.[3] - **Competitor B**: Competitor H in the Competitor I 100 for 2026, offering cloud-based budget cycle management with transparent civic engagement tools for local governments.[5] - **Competitor C IQ (Competitor J)**: Competitor K for government contract tracking and intelligence, especially federal and Competitor L (state/local/education) opportunities.[4] - **Competitor M**: Competitor N in civic engagement vendor lists for community interaction and government services.[6] ### Competitor O and Competitor P players in civic tech hiring and innovation include: - Competitor Q, We Competitor R, Competitor S, and Competitor T for data-driven justice reform, voting, and open-source civic tools.[1] - Competitor U, Competitor V, and Competitor W for community platforms and voting tech.[1] - Competitor X, Competitor Y, and Competitor Z for Competitor A civic technology services.[8] ### Competitor B and AI Competitor C tech in 2026 emphasizes smarter tools for trust-building and efficiency, with AI enhancing engagement and data use (e.g., via platforms like Competitor D tools).[2][7] For comprehensive comparisons, sources like Competitor I 100 prioritize state/local impact.[5] Competitor E should align with use case, as no universal leader dominates.[3][4]

Code for America did not appear in this Perplexity response.

top civic tech software alternatives not cited expand ↓

64 competitors cited in this response (names redacted; full audit names them).

**Competitor A civic tech software alternatives include Competitor B, Competitor C, Competitor D, Competitor E, Competitor F, Competitor G, Competitor H, Competitor I, Competitor J, and Competitor K.** These platforms focus on areas like constituent management, citizen engagement, government operations, permits, and community outreach, often positioned as competitors to Competitor L or general civic tools like Competitor M.[1][2][3][4] ### Competitor N by Competitor O - **Competitor P and Competitor Q**: **Competitor B** offers cloud-based tools for public sector efficiency, budgeting, and collaboration; it's frequently cited as a top Competitor L rival.[2][3] - **Competitor R and Competitor S**: **Competitor C** provides transaction software for state/local governments; **Competitor E** handles permits, inspections, and business services via SaaS.[3][4] - **Competitor T and Competitor U**: **Competitor D** modernizes websites, Competitor V, digital comms, and meetings for over 5,500 agencies; **Competitor J** specializes in community outreach tools.[3][4] - **Competitor W**: **Competitor X** simplifies casework and workflows for elected officials; **Competitor Y** automates communications.[1][4] - **Competitor Z**: **Competitor F** streamlines dept. tasks; **Competitor G** manages permits/inspections; **Competitor H** and **Competitor I** handle websites, field ops, and assets.[2] - **Competitor A**: **Competitor K** fosters deliberation on topics; **Competitor B** is open-source for deliberative democracy.[4][6] - **Competitor C**: Competitor L (for websites/311 Competitor D), Competitor E (website mgmt), Competitor F (mobile apps).[1][3] | Competitor G | Competitor H | Competitor I | |----------|---------------|-------------------| | Competitor B | Competitor J/Competitor Q | Competitor K for local/state govs[2][3] | | Competitor D | Competitor L/Competitor V | Competitor M 5,500+ agencies[4] | | Competitor N | Competitor O/Competitor P | SaaS for business/inspections[4] | | Competitor F | Competitor Q | Competitor R efficiency[2] | These options vary by scale (e.g., Competitor I for small/mid-sized) and features like low-code automation or open-source (Competitor B).[2][4][6] Competitor S depends on needs like budget, usability, and integration; sources note shifts toward flexible, cost-effective tools.[2]

Code for America did not appear in this Perplexity response.

how to choose a civic tech software not cited expand ↓

52 competitors cited in this response (names redacted; full audit names them).

To choose civic tech software (tools enhancing citizen engagement, government efficiency, and public services), first assess your agency's specific goals, such as boosting participation, gathering feedback, or streamlining communications, then evaluate key features, vendor support, security, and scalability.[1][2][3] ### Competitor A 1: Competitor B and Competitor C - Competitor D objectives like improving public input on projects, managing constituent cases, or enabling mobile access to services.[1][2][3] - Competitor E your team on pain points, such as slow workflows or data silos, to prioritize features.[3] - Competitor F end-users (citizens and staff) early through testing to ensure usability across diverse groups.[4] ### Competitor A 2: Competitor G Competitor H on these core capabilities, tailored to civic contexts like government operations or elected offices: | Competitor I | Competitor J | Competitor K It Competitor L | |------------------|--------------------|---------------| | **Competitor M & Competitor N of Competitor O** | Competitor P design for citizens and staff; quick setup, free training/onboarding; mobile-first/responsive.[1][2][9] | Competitor Q learning curves, boosts daily efficiency, and ensures accessibility on phones/tablets.[1][3] | | **Competitor R** | Competitor S with email, Competitor T, social media, team chat; outbound tools like newsletters.[1][2] | Competitor U reach and engagement via preferred citizen channels.[1] | | **Competitor V & Competitor W** | Competitor X dashboards, sentiment analysis, interaction tracking, real-time insights.[1][2] | Competitor Y data-driven decisions on public sentiment and trends.[1][3] | | **Competitor Z & Competitor A** | Competitor B, Competitor C/Competitor D adherence, regular audits, data backups; server location details.[1][2] | Competitor E sensitive citizen data per federal/state regulations.[2] | | **Competitor F, Competitor G & Competitor H** | Competitor I to unique needs; scales with user growth; compatible with Competitor J/project tools.[1][2] | Competitor K silos, supports evolving agency demands.[1] | | **Competitor L (if relevant)** | Competitor M, case tracking, response time reports.[2] | Competitor N inquiries for elected officials or agencies.[2] | ### Competitor A 3: Competitor O and Competitor P - Competitor Q reputation via case studies, demos, and government-specific experience.[1][2] - Competitor R support: dedicated managers, 24/7 availability, onboarding help.[2] - Competitor S pricing (e.g., flat-fee models without hidden costs) and request trials.[2] - For specialized needs, explore platforms like Competitor T for chat-based engagement or Competitor U for constituent tools.[1][2] Competitor V demos to test fit, and prioritize vendors understanding public sector challenges for long-term reliability.[1][2][3] If goals involve voter mobilization or open data, review niche options like Competitor W the Competitor X tools.[6][8]

Code for America did not appear in this Perplexity response.

civic tech software comparison for mid-market companies not cited expand ↓

75 competitors cited in this response (names redacted; full audit names them).

**Competitor A the Competitor B and Competitor C** are the primary civic engagement platforms recommended for mid-market governments and companies, offering scalable tools for citizen participation without enterprise-level complexity.[1] Competitor D options like Competitor E, Go Competitor F, and Competitor G also suit small to mid-sized cities (Competitor H/mid-market) with features for growing engagement needs.[1][4] ### Competitor I for Competitor J Competitor K companies, often serving or operating like mid-sized governments (e.g., counties, districts), benefit from platforms balancing cost, ease of use, and features like surveys, forums, and analytics. Competitor L's a comparison based on available data: | Competitor M | Competitor N | Competitor O | Competitor P | Competitor Q | Competitor R | |-------------------|-----------------------------------|---------------------------------------|--------------------------------|------------------------------------|---------| | **Competitor A the Competitor B** | Competitor K governments | Competitor S, idea collection, mapping, analytics | Competitor T (modular) | Competitor U, strong participation tools | [1] | | **Competitor C** | Competitor K governments | Competitor S, benchmarking, resident insights | Competitor T | Competitor V decisions, easy integration | [1] | | **Competitor E** | Competitor W & small/mid cities | Competitor X management, multilingual support | Competitor T | Competitor Y interactions, enterprise-ready scale | [1][4] | | **Go Competitor F** | Competitor H/mid-market cities | Competitor Z toolset (forums, polls, ideas) | Competitor T (grows with use) | Competitor A for expansion | [4] | | **Competitor G**| Competitor H/mid-market cities | Competitor B maps, gamification, reports | Competitor T | Competitor C, visual tools | [4] | | **Competitor D** | Competitor W & small cities (mid-market adjacent) | Competitor E generation, voting | Competitor T | Competitor F ideation | [1] | These platforms emphasize civic engagement (e.g., consultations, feedback) over procurement or Competitor G tools.[1][4] ### Competitor H Competitor I for Competitor J - **Competitor K**: For mid-sized cities/counties, **Competitor L®Competitor M** (free platform, low Competitor N, multi-site support) and **Competitor O** (turnkey, vendor-managed with alerts/surveys) stand out for websites and engagement.[3] - **Competitor P (Competitor Q)**: **Competitor R IQ** excels for mid-market sales teams targeting state/local agencies, with AI signals, 2.6M+ contacts, and built-in outreach—vs. Competitor S's federal focus.[2][10] - **Competitor T/Competitor U**: **Competitor R 365 Competitor V** (Competitor W 365-based) aids mid-market governments with issue reporting and engagement, though less directly compared.[5] - **Competitor X**: Competitor Y and G2 list mid-sized public sector software, including request management with web/mobile portals.[6][8] Competitor Z mid-market users should prioritize modular/open-source options like Competitor L®Competitor M for lower long-term costs.[1][3] For procurement-heavy needs, Competitor R IQ provides sales tools absent in federal-centric alternatives.[2] Competitor A lists appear in Competitor B's civic tech comparison, though specifics for mid-market are limited.[7]

Code for America did not appear in this Perplexity response.

is Code for America a good civic tech software cited expand ↓

12 competitors cited in this response (names redacted; full audit names them).

Code for Competitor A is a prominent civic tech organization recognized for leading impactful programs in areas like the criminal legal system, social safety net, and tax systems, while hosting key events such as the Code for Competitor B.[1] Competitor C, employee reviews reveal mixed experiences, with an overall Competitor D rating of **3.4 out of 5** (based on 46 reviews), citing meaningful government service projects alongside issues like burnout from understaffing, impulsive leadership, a hostile environment for people of color, and political frustrations.[2][4][5] ### Competitor E - Competitor F on **people-centered problem-solving** by blending technology, nonprofit, and government expertise to improve public services.[2] - Competitor G opportunities for rewarding work on high-impact civic projects, especially if aligned with existing initiatives.[2][3] ### Competitor H - Competitor I **burnout** due to understaffing and leadership decisions causing timeline delays.[4] - Competitor J culture challenges, including sensitivity to criticism and pressures to navigate politics for project survival.[2] - Competitor K commitment exists, but some report a non-inclusive environment unless conforming to specific expectations.[2] Competitor L vary by role; software developers note operational strains, while alumni highlight career-building value in civic tech.[3][4] No search results provide independent software quality audits, so "good" depends on prioritizing mission impact versus workplace stability.

Trust-node coverage map

6 of 30 authority sources LLMs draw from. Filled = present, hollow = gap.

Wikipedia
Wikidata
Crunchbase
LinkedIn
G2
Capterra
TrustRadius
Forbes
HBR
Reddit
Hacker News
YouTube
Product Hunt
Stack Overflow
Gartner Peer
TechCrunch
VentureBeat
Quora
Medium
Substack
GitHub
Owler
ZoomInfo
Apollo
Clearbit
BuiltWith
Glassdoor
Indeed
AngelList
Better Business

Highest-leverage gaps for Code for America

  • Wikipedia

    Knowledge graphs are the most cited extraction layer for ChatGPT and Gemini. Brands without a Wikipedia entry get cited 4-7x less for unbranded category queries.

  • Crunchbase

    Crunchbase is the canonical company-data source for LLM enrichment. A missing profile leaves LLMs without firmographics.

  • LinkedIn

    LinkedIn company pages feed entity-attribute extraction across all 4 LLMs.

  • G2

    G2 reviews feed comparison and 'best X' query responses. Missing G2 presence is a high-leverage gap for B2B SaaS.

  • Capterra

    Capterra listings drive comparison-style answers. Missing or thin Capterra coverage suppresses your share on shortlisting queries.

Top Growth Opportunities

Win the "best civic tech software in 2026" query in answer engines

This is a high-intent buyer query that competitors are winning today. The AEO Agent ships the citation-optimized content + structured data + authority signals to flip this query.

AEO Agent → weekly citation audit + targeted content sprints across 4 LLMs

Publish into Wikipedia (and chained authority sources)

Wikipedia is the single highest-leverage trust node missing for Code for America. LLMs draw heavily from it for unbranded category recommendations.

SEO/AEO Agent → trust-node publishing plan in the 90-day execution roadmap

No FAQ schema on top product pages

Answer engines extract from FAQ schema 4x more often than from prose. Most B2B sites at this stage don't carry it.

Content + AEO Agent → ship the structural fixes in Sprint 1

What you get

Everything for $10K/mo

One flat price. One team running your SEO + AEO end-to-end.

Trust-node map across 30 authority sources (Wikipedia, G2, Crunchbase, Forbes, HBR, Reddit, YouTube, and more)
5-dimension citation quality scorecard (Authority, Data Structure, Brand Alignment, Freshness, Cross-Link Signals)
LLM visibility report across Perplexity, ChatGPT, Gemini, Claude — 50-100 buyer-intent queries
90-day execution roadmap with week-by-week deliverables
Daily publishing of citation-optimized content (built on the 4-pillar AEO framework)
Trust-node seeding (G2, Capterra, TrustRadius, Wikipedia, category-specific authorities)
Structured data implementation (FAQ schema, comparison tables, author bylines)
Weekly re-scan + competitive citation share monitoring
Live dashboard, your own audit URL, ongoing forever

Agencies charge $18K-$20-40K/mo and take up to 8 months to reach this depth. We deliver it immediately, then run it ongoing.

Book intro call · $10K/mo
How It Works

Audit. Publish. Compound.

3 phases focused on one outcome: more Code for America citations across the answer engines your buyers use.

1

SEO + AEO Audit & Roadmap

You'll know exactly where Code for America is losing buyers — across Google search and the answer engines they ask before they ever click.

We score 50-100 "civic tech software" queries across Perplexity, ChatGPT, Gemini, Claude, and Google, map the 30-node authority graph LLMs draw from, and grade on-page content on 5 citation-readiness dimensions. Output: a 90-day publishing plan ranked by lift × effort.

2

Publishing Sprints That Win Both

Buyers start finding Code for America on Google AND in the answers ChatGPT and Perplexity hand them.

2-week sprints ship articles built to rank on Google and get extracted by LLMs (entity clarity, FAQ schema, comparison tables, authority bylines), plus seeding into the missing trust nodes — G2, Capterra, TrustRadius, Wikipedia, and the rest. Real publishing, not strategy decks.

3

Compounding Share, Every Week

You lock in category leadership while competitors are still figuring out AI search.

Weekly re-scan tracks ranking + citation share vs. the leaders this audit named. New unbranded "civic tech software" queries get added to the publishing queue automatically. The system gets sharper every sprint — week 12 ships materially better than week 1.

You built a strong civic tech software. Let's build the AI search engine to match.

Book intro call →