Idea

1743221110554171451

Name

Single board computer

Created

29-03-25 04:05

Last Updated

30-03-25 11:38

Description

Single board computer better than raspberry pi,Ai edge computer with an 8 core arm cpu, a gpu , an npu

Business Model

-

Revenue Model

-

Target Audience

-

Execution

-

Summary

Weighted Score
info Higher score means higher demand with lower customer acquisition cost
33 / 100

Details

Report Engine
ISL
Google Planner & Clickstream Ver. 1e
SEO Poor

The total number of keywords found was very low. This is usually associated with markets that lack search diversity which makes SEO less attractive of a customer acquisition channels.

Marketability Poor

The overall median volume across all keywords found is considered to be low. This is typically associated with markets that are harder to break into.

Reach Poor

The overall total volume is considered to be low. The idea's positioning in the market is not connecting with what people are searching for.

Fragmentation Poor

A significant amount of volume is concentrated in the top-10 keywords. Prolonged marketing efforts are required in order to compete.

AdvertisingGood

Advertising cost in this space is relatively low. This makes for great opportunities if the pricing model and conversion rates are tuned correctly.

Recommendations

Coming Soon!

Search Demand

Examined Keywords
info Number of keywords we examined
3 750
Higher is better Ok
Targetable Keywords
info Keywords that fit your idea
75
Higher is better Poor
Total Volume
info Total Google search queries you can go after
627 900
Higher is better Poor

Marketability

Search Diversity
info How often your keywords include phrases like 'Hardware'
2.67%
Lower is better Good
Top-10 Volume
info Amount of traffic the Top-10 keywords receive
78.87%
Lower is better Poor
Median Volume
info The median search volume across all identified keywords
1 300
Higher is better Poor

Advertising

Average CPC
info Estimated average Cost Per Click to advertise on Google
$0.59
Lower is better Good
Competition
info Estimated competition when advertising on Google
37.67%
Lower is better Poor
Ad Group
info Most likely topical keywords market you would go after
Hardware
Other groups may also apply!

Adjacent Ideas

Adjacency recommendations can help you pivot in case you're unhappy with your idea.

> Ai powered robotic arms for industrial automation> Edge ai powered security cameras for smart homes> Ai driven autonomous robots for agriculture> Ai enabled smart sensors for industrial iot> Ai powered medical devices for healthcare> Ai driven autonomous vehicles for transportation

Websites

Relevant Websites shows you places your target audiences frequent.

> https://www.raspberrypi.org> https://www.hackster.io> https://www.stackoverflow.com> https://www.arduino.cc> https://www.edx.org> https://www.researchgate.net> https://www.github.com> https://www.kaggle.com

Competitors can help you identify other similar service providers.

No websites found.

Themes

Themes can help you identify ways to further marketing opportunities.

> Ai Computing> Edge Computing> Single Board Computers> Artificial Intelligence> Machine Learning> Iot Devices> Microcontrollers> Robotics> Automation> Computer Vision

Potential Audiences

Audiences can help you niche and further improve the potential of your idea.

> Robotics Engineers> Ai Developers> Iot Enthusiasts> Makers> Hardware Startups> Automation Specialists> Computer Vision Experts> Edge Computing Professionals> Machine Learning Researchers> Embedded System Designers> Tech Hobbyists> Students Of Robotics> Professors Of Ai> Computer Science Majors> Electrical Engineers> Research Scientists> Tech Entrepreneurs> Innovation Consultants> Ai Consultants> Device Manufacturers

Marketing Strategies

Marketing Strategies that can be applied to your idea.

No applicable strategies were found.

Thematic Reddit Threads

Reddit can be a great marketing channel. We've scraped the top SERP threads based on your primary keywords.

/r/devops > Edge computing, what are you seeing? : r/devops - Reddit /r/MachineLearning > [D]: Single Board Computer with accelerator as a hobby project /r/HomeServer > Which NPU/GPUs are these? : r/HomeServer - Reddit /r/ITCareerQuestions > The future of IT: your thoughts on AI, Quantum and edge computing /r/StableDiffusion > Will an AMD NPU and Nvidia GPU work together for Stable Diffusion? /r/SBCs > Seeking advice on choosing a single board computer for AI camera ... /r/robotics > Where to get cheap parts? - robotics - Reddit /r/embedded > Which board (soc or sbc) to use to run generative ai? - Reddit /r/MachineLearning > [D] How will AI edge computing be useful for industrial robots? - Reddit /r/developersIndia > Future of GPUs is an NPU with integrated GPU cores - Reddit /r/ethstaker > Using a cheap 8 Core ARM minicomputer as a full node : r/ethstaker /r/robotics > what software and hardware are used in industrial Robots AGV/AMR /r/laptops > Are ARM processors really that bad? : r/laptops - Reddit /r/LocalLLaMA > Will NPUs replace GPUs for local LLMs? : r/LocalLLaMA - Reddit /r/AMD_Stock > Nvidia: Our GPUs Can Run Circles Around Intel and AMD NPUs for ... /r/servers > What SingleboardComputer is best for my use budget is 100$ for the ... /r/buildapc > Does anyone else think that 8-core processors have rapidly become ... /r/singularity > @Nvidia, groq etc we need NPUs that can run along side GPUs so ... /r/robotics > Hardware and Software Positions for Robotics - Reddit /r/AskComputerScience > I am a little confused. What is new about edge computing? - Reddit /r/SBCs > SBC that can easily handle desktop and IDEs : r/SBCs - Reddit /r/IsaacArthur > NVIDIA introduces a new AI mini-computer perfect for devs, students ... /r/LinusTechTips > ARM Chips and the Future of Desktop Computing : r/LinusTechTips /r/hardware > Latest ARM CPU cores compared: Performance-Per-Area ... - Reddit /r/robotics > Robotic "hardware" for a software guy. : r/robotics - Reddit /r/PcBuild > Is 8 cores worth it? : r/PcBuild - Reddit /r/robotics > r/robotics on Reddit: What software and hardware would you ... /r/computervision > Edge computer to use : r/computervision - Reddit /r/computervision > Edge AI hardware? : r/computervision - Reddit /r/LocalLLaMA > Are NPUs just marketing hype or can we use them for training ... /r/datacenter > How important is it for AI data centers to be located near the end ... /r/robotics > As someone who does hardware design should I focus on software ... /r/cscareerquestions > edge computing? buzzword or actual opportunities? - Reddit /r/intel > Grabbed this bad boy today, my first 8 core cpu like ever. : r/intel /r/buildapc > Is there any benefit from NPU in processors or can we safely remain ... /r/robotics > "Hardware is Hard." Why do you think that is? : r/robotics - Reddit /r/SBCs > What are some of the best SBCs for AI? - Reddit /r/Surface > What is the hype over an Arm chip? : r/Surface - Reddit /r/SBCs > Cheap SBC for AI, for visual trainingbof ai-models : r/SBCs - Reddit /r/homelab > planning AI/ML build - looking for GPU/NPU advice : r/homelab /r/robotics > total noob here wondering how to buy hardware? : r/robotics - Reddit /r/homelab > Thoughts about an arm based homelab - Reddit /r/cscareerquestions > Edge Computing : r/cscareerquestions - Reddit /r/AskRobotics > Industry standard software-hardware stacks for commercial robotics? /r/embedded > Machine Learning on the Edge : r/embedded - Reddit

Keyword Opportunities

We've removed all keywords with 1M+ or below 300 in volume as these are usually not worth targeting for new businesses.

# Keyword Est. Volume Volume Bracket CPC Ad Potential
1 low power 90 500 5 / 5 $0.02 5 / 5
2 ai robotics 90 500 5 / 5 $0.21 4 / 5
3 mini computer 90 500 5 / 5 $0.05 5 / 5
4 edge computer 60 500 5 / 5 $1.22 3 / 5
5 iot device 49 500 4 / 5 $0.66 4 / 5
6 high performance 33 100 4 / 5 $0.04 4 / 5
7 computer chip 22 200 3 / 5 $0.52 3 / 5
8 arm core processor 22 200 3 / 5 $0.39 3 / 5
9 single board cpu 18 100 3 / 5 $0.23 4 / 5
10 single board computer 18 100 3 / 5 $0.23 4 / 5
11 robotics automation 9 900 3 / 5 $0.53 3 / 5
12 robotics and automation 9 900 3 / 5 $0.27 3 / 5
13 automation and robotics 9 900 3 / 5 $0.27 3 / 5
14 ai computer 9 900 3 / 5 $0.65 3 / 5
15 edge device 8 100 3 / 5 $1.91 3 / 5
16 board core 6 600 2 / 5 $0.21 3 / 5
17 core board 6 600 2 / 5 $0.21 3 / 5
18 ai device 5 400 2 / 5 $0.12 3 / 5
19 most powerful cpu 4 400 2 / 5 $1.31 3 / 5
20 raspberry pi alternative 3 600 2 / 5 $0.07 3 / 5
21 computer board 2 900 2 / 5 $0.22 3 / 5
22 computer core 2 900 2 / 5 $0.36 3 / 5
23 ai hardware 2 400 2 / 5 $2.07 2 / 5
24 robotics computer 2 400 2 / 5 $0.46 3 / 5
25 arm cpu computer 2 400 2 / 5 $0.66 3 / 5
26 arm computer 2 400 2 / 5 $0.66 3 / 5
27 computer ai 2 400 2 / 5 $0.28 3 / 5
28 edge board 1 900 2 / 5 $0.22 3 / 5
29 iot computer 1 900 2 / 5 $0.68 2 / 5
30 best single board 1 900 2 / 5 $0.26 3 / 5
31 most powerful gpu 1 900 2 / 5 $0.85 2 / 5
32 best single board computer 1 900 2 / 5 $0.26 3 / 5
33 gpu computer 1 900 2 / 5 $0.62 2 / 5
34 arm board 1 900 2 / 5 $0.29 3 / 5
35 core computer 1 600 2 / 5 $0.47 3 / 5
36 most powerful ai 1 600 2 / 5 $0.05 3 / 5
37 high performance computer 1 300 1 / 5 $1.03 2 / 5
38 ai module 1 300 1 / 5 $0.45 2 / 5
39 computer module 1 200 1 / 5 $0.37 2 / 5
40 robotics hardware 1 000 1 / 5 $0.37 2 / 5
41 cpu gpu npu 1 000 1 / 5 $0.01 4 / 5
42 cpu board 1 000 1 / 5 $0.01 4 / 5
43 single board 1 000 1 / 5 $0.34 2 / 5
44 arm board computer 880 1 / 5 $0.45 2 / 5
45 single board computer arm 880 1 / 5 $0.45 2 / 5
46 board computer 880 1 / 5 $0.34 2 / 5
47 iot edge device 720 1 / 5 $1.59 2 / 5
48 low power consumption 720 1 / 5 $0.01 4 / 5
49 computer vision system 720 1 / 5 $1.40 2 / 5
50 edge computing devices 720 1 / 5 $1.66 2 / 5
51 edge computing solution 720 1 / 5 $2.09 2 / 5
52 single chip 720 1 / 5 $0.01 4 / 5
53 arm based cpu 590 1 / 5 $0.40 2 / 5
54 ai edge computer 590 1 / 5 $1.10 2 / 5
55 ai single board computer 590 1 / 5 $0.51 2 / 5
56 computer edge 590 1 / 5 $3.01 2 / 5
57 robotics chip 480 1 / 5 $0.01 3 / 5
58 high performance gpu 480 1 / 5 $0.30 2 / 5
59 raspberry pi competitor 480 1 / 5 $0.30 2 / 5
60 iot and robotics 390 1 / 5 $0.29 2 / 5
61 low power computers 390 1 / 5 $0.21 2 / 5
62 high performance cpu 390 1 / 5 $0.11 3 / 5
63 edge ai solutions 390 1 / 5 $1.45 2 / 5
64 gpu board 390 1 / 5 $0.22 2 / 5
65 cpu module 390 1 / 5 $0.45 2 / 5
66 computer vision platform 320 1 / 5 $1.06 2 / 5
67 edge computing ai 320 1 / 5 $1.04 2 / 5
68 edge ai computer 320 1 / 5 $0.96 2 / 5
69 fastest single board computer 320 1 / 5 $0.31 2 / 5
70 npu computer 320 1 / 5 $2.82 1 / 5
71 core device 320 1 / 5 $0.01 3 / 5
72 raspberry device 320 1 / 5 $0.02 3 / 5
73 single edge 320 1 / 5 $0.62 2 / 5
74 edge ai device 320 1 / 5 $0.79 2 / 5
75 rpi alternative 320 1 / 5 $0.21 2 / 5

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